Pandas Profiling Report

Dataset statistics

Number of variables	31
Number of observations	85103
Missing cells	275045
Missing cells (%)	10.4%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	18.4 MiB
Average record size in memory	227.0 B

Variable types

Numeric	15
Text	10
DateTime	1
Categorical	2
Boolean	3

Alerts

`Estimated owners` is highly imbalanced (53.6%)	Imbalance
`Windows` is highly imbalanced (99.5%)	Imbalance
`Metacritic url` has 81191 (95.4%) missing values	Missing
`Score rank` has 85059 (99.9%) missing values	Missing
`Notes` has 72082 (84.7%) missing values	Missing
`Developers` has 3587 (4.2%) missing values	Missing
`Publishers` has 3867 (4.5%) missing values	Missing
`Categories` has 4598 (5.4%) missing values	Missing
`Genres` has 3555 (4.2%) missing values	Missing
`Tags` has 21100 (24.8%) missing values	Missing
`Peak CCU` is highly skewed (γ1 = 116.3632974)	Skewed
`Price` is highly skewed (γ1 = 23.00630262)	Skewed
`DLC count` is highly skewed (γ1 = 121.2792744)	Skewed
`User score` is highly skewed (γ1 = 46.69189223)	Skewed
`Positive` is highly skewed (γ1 = 165.7952261)	Skewed
`Negative` is highly skewed (γ1 = 150.2675238)	Skewed
`Achievements` is highly skewed (γ1 = 27.06595488)	Skewed
`Recommendations` is highly skewed (γ1 = 109.4463242)	Skewed
`Average playtime forever` is highly skewed (γ1 = 58.96988105)	Skewed
`Average playtime two weeks` is highly skewed (γ1 = 45.01545969)	Skewed
`Median playtime forever` is highly skewed (γ1 = 79.54832202)	Skewed
`Median playtime two weeks` is highly skewed (γ1 = 41.80555858)	Skewed
`AppID` has unique values	Unique
`Peak CCU` has 62436 (73.4%) zeros	Zeros
`Required age` has 83463 (98.1%) zeros	Zeros
`Price` has 16461 (19.3%) zeros	Zeros
`DLC count` has 73263 (86.1%) zeros	Zeros
`Metacritic score` has 81191 (95.4%) zeros	Zeros
`User score` has 85059 (99.9%) zeros	Zeros
`Positive` has 23314 (27.4%) zeros	Zeros
`Negative` has 33951 (39.9%) zeros	Zeros
`Achievements` has 43345 (50.9%) zeros	Zeros
`Recommendations` has 71343 (83.8%) zeros	Zeros
`Average playtime forever` has 70192 (82.5%) zeros	Zeros
`Average playtime two weeks` has 83048 (97.6%) zeros	Zeros
`Median playtime forever` has 70192 (82.5%) zeros	Zeros
`Median playtime two weeks` has 83048 (97.6%) zeros	Zeros

Reproduction

Analysis started	2024-02-01 15:51:30.614004
Analysis finished	2024-02-01 15:52:34.335651
Duration	1 minute and 3.72 seconds
Software version	ydata-profiling vv4.6.4
Download configuration	config.json

AppID
Real number (ℝ)

UNIQUE

Distinct	85103
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1355681

Minimum	10
Maximum	2765800
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	665.0 KiB

Quantile statistics

Minimum	10
5-th percentile	319731
Q1	772390
median	1331540
Q3	1918415
95-th percentile	2497868
Maximum	2765800
Range	2765790
Interquartile range (IQR)	1146025

Descriptive statistics

Standard deviation	694995.2
Coefficient of variation (CV)	0.51265394
Kurtosis	-1.0474053
Mean	1355681
Median Absolute Deviation (MAD)	571930
Skewness	0.10074396
Sum	1.1537252 × 10¹¹
Variance	4.8301833 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20200	1	< 0.1%
612060	1	< 0.1%
586200	1	< 0.1%
549700	1	< 0.1%
1543210	1	< 0.1%
462730	1	< 0.1%
1350630	1	< 0.1%
2075960	1	< 0.1%
1234520	1	< 0.1%
239800	1	< 0.1%
Other values (85093)	85093	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	1	< 0.1%
20	1	< 0.1%
30	1	< 0.1%
40	1	< 0.1%
50	1	< 0.1%
60	1	< 0.1%
70	1	< 0.1%
80	1	< 0.1%
100	1	< 0.1%
130	1	< 0.1%

Value	Count	Frequency (%)
2765800	1	< 0.1%
2764930	1	< 0.1%
2763480	1	< 0.1%
2761170	1	< 0.1%
2760980	1	< 0.1%
2759040	1	< 0.1%
2758870	1	< 0.1%
2756440	1	< 0.1%
2753910	1	< 0.1%
2753860	1	< 0.1%

Name
Text

Distinct	84367
Distinct (%)	99.1%
Missing	6
Missing (%)	< 0.1%
Memory size	665.0 KiB

Length

Max length	184
Median length	117
Mean length	17.945309
Min length	1

Characters and Unicode

Total characters	1527092
Distinct characters	3080
Distinct categories	22 ?
Distinct scripts	12 ?
Distinct blocks	30 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	83759 ?
Unique (%)	98.4%

Sample

1st row	Galactic Bowling
2nd row	Train Bandit
3rd row	Jolt Project
4th row	Henosis™
5th row	Two Weeks in Painland

Value	Count	Frequency (%)
the	11076	4.5%
of	7193	2.9%
	5654	2.3%
playtest	3383	1.4%
2	2283	0.9%
vr	2085	0.8%
a	1761	0.7%
and	1546	0.6%
edition	1472	0.6%
in	1325	0.5%
Other values (46696)	209883	84.7%

Most occurring characters

Value	Count	Frequency (%)
	162649	10.7%
e	133875	8.8%
a	94359	6.2%
o	84738	5.5%
r	82728	5.4%
i	78122	5.1%
t	76783	5.0%
n	70755	4.6%
s	62227	4.1%
l	57544	3.8%
Other values (3070)	623312	40.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1024828	67.1%
Uppercase Letter	272123	17.8%
Space Separator	162713	10.7%
Other Punctuation	22853	1.5%
Other Letter	19597	1.3%
Decimal Number	14040	0.9%
Dash Punctuation	6243	0.4%
Other Symbol	1235	0.1%
Close Punctuation	970	0.1%
Open Punctuation	966	0.1%
Other values (12)	1524	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
的	258	1.3%
之	248	1.3%
の	200	1.0%
ン	154	0.8%
战	149	0.8%
国	140	0.7%
大	139	0.7%
イ	136	0.7%
生	129	0.7%
三	125	0.6%
Other values (2635)	17919	91.4%

Lowercase Letter

Value	Count	Frequency (%)
e	133875	13.1%
a	94359	9.2%
o	84738	8.3%
r	82728	8.1%
i	78122	7.6%
t	76783	7.5%
n	70755	6.9%
s	62227	6.1%
l	57544	5.6%
u	34739	3.4%
Other values (104)	248958	24.3%

Other Symbol

Value	Count	Frequency (%)
™	615	49.8%
®	383	31.0%
🔞	17	1.4%
💦	16	1.3%
☆	12	1.0%
★	12	1.0%
🐾	11	0.9%
█	9	0.7%
❂	8	0.6%
°	8	0.6%
Other values (94)	144	11.7%

Uppercase Letter

Value	Count	Frequency (%)
S	26011	9.6%
T	21938	8.1%
A	17582	6.5%
C	17314	6.4%
R	17024	6.3%
P	16401	6.0%
D	15501	5.7%
M	14276	5.2%
E	13832	5.1%
B	12324	4.5%
Other values (70)	99920	36.7%

Other Punctuation

Value	Count	Frequency (%)
:	12027	52.6%
'	4013	17.6%
.	2202	9.6%
!	1816	7.9%
&	822	3.6%
,	677	3.0%
/	444	1.9%
?	227	1.0%
：	210	0.9%
！	66	0.3%
Other values (22)	349	1.5%

Decimal Number

Value	Count	Frequency (%)
2	4403	31.4%
1	2337	16.6%
0	2156	15.4%
3	1692	12.1%
4	840	6.0%
9	637	4.5%
8	521	3.7%
5	519	3.7%
6	459	3.3%
7	457	3.3%
Other values (6)	19	0.1%

Math Symbol

Value	Count	Frequency (%)
~	324	37.5%
+	188	21.7%
\|	178	20.6%
～	133	15.4%
=	10	1.2%
>	8	0.9%
｜	7	0.8%
×	5	0.6%
∀	4	0.5%
＋	2	0.2%
Other values (5)	6	0.7%

Nonspacing Mark

Value	Count	Frequency (%)
️	15	35.7%
ี	5	11.9%
ิ	4	9.5%
ั	4	9.5%
่	3	7.1%
͡	2	4.8%
์	2	4.8%
ุ	2	4.8%
้	2	4.8%
゙	1	2.4%
Other values (2)	2	4.8%

Close Punctuation

Value	Count	Frequency (%)
)	690	71.1%
]	140	14.4%
）	90	9.3%
」	16	1.6%
》	15	1.5%
】	9	0.9%
』	6	0.6%
}	3	0.3%
〉	1	0.1%

Open Punctuation

Value	Count	Frequency (%)
(	687	71.1%
[	140	14.5%
（	89	9.2%
「	16	1.7%
《	15	1.6%
【	9	0.9%
『	6	0.6%
{	3	0.3%
〈	1	0.1%

Letter Number

Value	Count	Frequency (%)
Ⅱ	24	46.2%
Ⅰ	15	28.8%
Ⅲ	7	13.5%
〇	2	3.8%
Ⅵ	1	1.9%
Ⅷ	1	1.9%
Ⅳ	1	1.9%
Ⅶ	1	1.9%

Dash Punctuation

Value	Count	Frequency (%)
-	6094	97.6%
–	95	1.5%
—	36	0.6%
〜	9	0.1%
―	6	0.1%
－	3	< 0.1%

Modifier Letter

Value	Count	Frequency (%)
ー	210	93.3%
ʻ	12	5.3%
ᵠ	1	0.4%
ᵒ	1	0.4%
ˢ	1	0.4%

Modifier Symbol

Value	Count	Frequency (%)
`	17	39.5%
´	15	34.9%
^	9	20.9%
¯	2	4.7%

Other Number

Value	Count	Frequency (%)
²	13	81.2%
³	1	6.2%
¹	1	6.2%
₂	1	6.2%

Format

Value	Count	Frequency (%)
‍	4	44.4%
	3	33.3%
‪	1	11.1%
	1	11.1%

Space Separator

Value	Count	Frequency (%)
	162649	> 99.9%
	35	< 0.1%
	29	< 0.1%

Final Punctuation

Value	Count	Frequency (%)
’	117	94.4%
”	5	4.0%
»	2	1.6%

Initial Punctuation

Value	Count	Frequency (%)
‘	5	41.7%
“	5	41.7%
«	2	16.7%

Currency Symbol

Value	Count	Frequency (%)
$	9	90.0%
€	1	10.0%

Connector Punctuation

Value	Count	Frequency (%)
_	125	100.0%

Control

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1296169	84.9%
Common	210443	13.8%
Han	15553	1.0%
Katakana	2213	0.1%
Hiragana	1230	0.1%
Cyrillic	802	0.1%
Hangul	493	< 0.1%
Thai	77	< 0.1%
Arabic	43	< 0.1%
Greek	33	< 0.1%
Other values (2)	36	< 0.1%

Most frequent character per script

Han

Value	Count	Frequency (%)
的	258	1.7%
之	248	1.6%
战	149	1.0%
国	140	0.9%
大	139	0.9%
生	129	0.8%
三	125	0.8%
人	121	0.8%
界	114	0.7%
世	114	0.7%
Other values (2198)	14016	90.1%

Hangul

Value	Count	Frequency (%)
이	19	3.9%
의	15	3.0%
스	10	2.0%
사	9	1.8%
로	9	1.8%
리	8	1.6%
기	7	1.4%
그	7	1.4%
을	6	1.2%
트	6	1.2%
Other values (231)	397	80.5%

Common

Value	Count	Frequency (%)
	162649	77.3%
:	12027	5.7%
-	6094	2.9%
2	4403	2.1%
'	4013	1.9%
1	2337	1.1%
.	2202	1.0%
0	2156	1.0%
!	1816	0.9%
3	1692	0.8%
Other values (207)	11054	5.3%

Latin

Value	Count	Frequency (%)
e	133875	10.3%
a	94359	7.3%
o	84738	6.5%
r	82728	6.4%
i	78122	6.0%
t	76783	5.9%
n	70755	5.5%
s	62227	4.8%
l	57544	4.4%
u	34739	2.7%
Other values (112)	520299	40.1%

Katakana

Value	Count	Frequency (%)
ン	154	7.0%
イ	136	6.1%
ス	115	5.2%
ア	100	4.5%
ラ	87	3.9%
ル	79	3.6%
ト	77	3.5%
ク	72	3.3%
リ	68	3.1%
カ	58	2.6%
Other values (67)	1267	57.3%

Hiragana

Value	Count	Frequency (%)
の	200	16.3%
い	66	5.4%
た	48	3.9%
る	47	3.8%
と	46	3.7%
で	42	3.4%
ん	39	3.2%
し	35	2.8%
な	35	2.8%
り	34	2.8%
Other values (60)	638	51.9%

Cyrillic

Value	Count	Frequency (%)
о	59	7.4%
и	53	6.6%
а	53	6.6%
е	48	6.0%
н	36	4.5%
т	36	4.5%
р	33	4.1%
С	32	4.0%
л	30	3.7%
с	26	3.2%
Other values (50)	396	49.4%

Thai

Value	Count	Frequency (%)
ร	11	14.3%
น	6	7.8%
ี	5	6.5%
พ	4	5.2%
ิ	4	5.2%
า	4	5.2%
ั	4	5.2%
่	3	3.9%
ป	2	2.6%
อ	2	2.6%
Other values (21)	32	41.6%

Greek

Value	Count	Frequency (%)
π	4	12.1%
Δ	4	12.1%
Σ	3	9.1%
ω	2	6.1%
ο	2	6.1%
γ	2	6.1%
ᵠ	1	3.0%
α	1	3.0%
Ω	1	3.0%
Θ	1	3.0%
Other values (12)	12	36.4%

Arabic

Value	Count	Frequency (%)
ا	6	14.0%
ل	5	11.6%
م	4	9.3%
ر	4	9.3%
د	3	7.0%
ك	2	4.7%
ة	2	4.7%
س	2	4.7%
و	2	4.7%
ف	2	4.7%
Other values (8)	11	25.6%

Hebrew

Value	Count	Frequency (%)
ו	3	25.0%
א	2	16.7%
ת	2	16.7%
ר	1	8.3%
י	1	8.3%
ח	1	8.3%
פ	1	8.3%
ם	1	8.3%

Inherited

Value	Count	Frequency (%)
️	15	62.5%
‍	4	16.7%
͡	2	8.3%
゙	1	4.2%
゚	1	4.2%
͜	1	4.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1503488	98.5%
CJK	15550	1.0%
Katakana	2465	0.2%
None	1813	0.1%
Hiragana	1232	0.1%
Cyrillic	802	0.1%
Letterlike Symbols	616	< 0.1%
Hangul	493	< 0.1%
Punctuation	315	< 0.1%
Thai	77	< 0.1%
Other values (20)	241	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	162649	10.8%
e	133875	8.9%
a	94359	6.3%
o	84738	5.6%
r	82728	5.5%
i	78122	5.2%
t	76783	5.1%
n	70755	4.7%
s	62227	4.1%
l	57544	3.8%
Other values (84)	599708	39.9%

Letterlike Symbols

Value	Count	Frequency (%)
™	615	99.8%
℃	1	0.2%

None

Value	Count	Frequency (%)
®	383	21.1%
：	210	11.6%
～	133	7.3%
）	90	5.0%
（	89	4.9%
é	81	4.5%
！	66	3.6%
	35	1.9%
·	32	1.8%
	29	1.6%
Other values (184)	665	36.7%

CJK

Value	Count	Frequency (%)
的	258	1.7%
之	248	1.6%
战	149	1.0%
国	140	0.9%
大	139	0.9%
生	129	0.8%
三	125	0.8%
人	121	0.8%
界	114	0.7%
世	114	0.7%
Other values (2196)	14013	90.1%

Katakana

Value	Count	Frequency (%)
ー	210	8.5%
ン	154	6.2%
イ	136	5.5%
ス	115	4.7%
ア	100	4.1%
ラ	87	3.5%
ル	79	3.2%
ト	77	3.1%
ク	72	2.9%
リ	68	2.8%
Other values (69)	1367	55.5%

Hiragana

Value	Count	Frequency (%)
の	200	16.2%
い	66	5.4%
た	48	3.9%
る	47	3.8%
と	46	3.7%
で	42	3.4%
ん	39	3.2%
し	35	2.8%
な	35	2.8%
り	34	2.8%
Other values (62)	640	51.9%

Punctuation

Value	Count	Frequency (%)
’	117	37.1%
–	95	30.2%
—	36	11.4%
•	19	6.0%
…	13	4.1%
―	6	1.9%
‘	5	1.6%
†	5	1.6%
“	5	1.6%
”	5	1.6%
Other values (4)	9	2.9%

Cyrillic

Value	Count	Frequency (%)
о	59	7.4%
и	53	6.6%
а	53	6.6%
е	48	6.0%
н	36	4.5%
т	36	4.5%
р	33	4.1%
С	32	4.0%
л	30	3.7%
с	26	3.2%
Other values (50)	396	49.4%

Number Forms

Value	Count	Frequency (%)
Ⅱ	24	48.0%
Ⅰ	15	30.0%
Ⅲ	7	14.0%
Ⅵ	1	2.0%
Ⅷ	1	2.0%
Ⅳ	1	2.0%
Ⅶ	1	2.0%

Hangul

Value	Count	Frequency (%)
이	19	3.9%
의	15	3.0%
스	10	2.0%
사	9	1.8%
로	9	1.8%
리	8	1.6%
기	7	1.4%
그	7	1.4%
을	6	1.2%
트	6	1.2%
Other values (231)	397	80.5%

VS

Value	Count	Frequency (%)
️	15	100.0%

Misc Symbols

Value	Count	Frequency (%)
☆	12	24.5%
★	12	24.5%
♡	4	8.2%
⚧	3	6.1%
☠	2	4.1%
♞	2	4.1%
☀	1	2.0%
♂	1	2.0%
♝	1	2.0%
♛	1	2.0%
Other values (10)	10	20.4%

Modifier Letters

Value	Count	Frequency (%)
ʻ	12	92.3%
ˢ	1	7.7%

Thai

Value	Count	Frequency (%)
ร	11	14.3%
น	6	7.8%
ี	5	6.5%
พ	4	5.2%
ิ	4	5.2%
า	4	5.2%
ั	4	5.2%
่	3	3.9%
ป	2	2.6%
อ	2	2.6%
Other values (21)	32	41.6%

Block Elements

Value	Count	Frequency (%)
█	9	100.0%

Dingbats

Value	Count	Frequency (%)
❂	8	42.1%
❤	5	26.3%
❄	2	10.5%
❌	1	5.3%
❗	1	5.3%
✰	1	5.3%
✌	1	5.3%

Arabic

Value	Count	Frequency (%)
ا	6	14.0%
ل	5	11.6%
م	4	9.3%
ر	4	9.3%
د	3	7.0%
ك	2	4.7%
ة	2	4.7%
س	2	4.7%
و	2	4.7%
ف	2	4.7%
Other values (8)	11	25.6%

Math Operators

Value	Count	Frequency (%)
∀	4	80.0%
√	1	20.0%

Hebrew

Value	Count	Frequency (%)
ו	3	25.0%
א	2	16.7%
ת	2	16.7%
ר	1	8.3%
י	1	8.3%
ח	1	8.3%
פ	1	8.3%
ם	1	8.3%

Arrows

Value	Count	Frequency (%)
→	2	50.0%
↳	2	50.0%

Emoticons

Value	Count	Frequency (%)
😈	2	66.7%
😳	1	33.3%

Geometric Shapes

Value	Count	Frequency (%)
●	2	28.6%
▪	1	14.3%
□	1	14.3%
△	1	14.3%
○	1	14.3%
◒	1	14.3%

Diacriticals

Value	Count	Frequency (%)
͡	2	66.7%
͜	1	33.3%

Phonetic Ext

Value	Count	Frequency (%)
ᵠ	1	50.0%
ᵒ	1	50.0%

IPA Ext

Value	Count	Frequency (%)
ʖ	1	100.0%

Currency Symbols

Value	Count	Frequency (%)
€	1	100.0%

Latin Ext Additional

Value	Count	Frequency (%)
ầ	1	50.0%
ỏ	1	50.0%

CJK Ext B

Value	Count	Frequency (%)
𣸩	1	100.0%

Playing Cards

Value	Count	Frequency (%)
🃏	1	100.0%

Enclosed Alphanum

Value	Count	Frequency (%)
Ⓒ	1	100.0%

Release date
Date

Distinct	4401
Distinct (%)	5.2%
Missing	0
Missing (%)	0.0%
Memory size	665.0 KiB

Minimum	1997-06-30 00:00:00
Maximum	2025-04-14 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

Estimated owners
Categorical

IMBALANCE

Distinct	14
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	665.0 KiB

0 - 20000	55285
0 - 0	11504
20000 - 50000	7808
50000 - 100000	3886
100000 - 200000	2566
Other values (9)	4054

Length

Max length	21
Median length	9
Mean length	9.5582647
Min length	5

Characters and Unicode

Total characters	813437
Distinct characters	6
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	0 - 20000
2nd row	0 - 20000
3rd row	0 - 20000
4th row	0 - 20000
5th row	0 - 20000

Common Values

Value	Count	Frequency (%)
0 - 20000	55285	65.0%
0 - 0	11504	13.5%
20000 - 50000	7808	9.2%
50000 - 100000	3886	4.6%
100000 - 200000	2566	3.0%
200000 - 500000	2142	2.5%
500000 - 1000000	906	1.1%
1000000 - 2000000	521	0.6%
2000000 - 5000000	329	0.4%
5000000 - 10000000	92	0.1%
Other values (4)	64	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	85103	33.3%
0	78293	30.7%
20000	63093	24.7%
50000	11694	4.6%
100000	6452	2.5%
200000	4708	1.8%
500000	3048	1.2%
1000000	1427	0.6%
2000000	850	0.3%
5000000	421	0.2%
Other values (5)	220	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	466215	57.3%
	170206	20.9%
-	85103	10.5%
2	68711	8.4%
5	15188	1.9%
1	8014	1.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	558128	68.6%
Space Separator	170206	20.9%
Dash Punctuation	85103	10.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	466215	83.5%
2	68711	12.3%
5	15188	2.7%
1	8014	1.4%

Space Separator

Value	Count	Frequency (%)
	170206	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	85103	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	813437	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	466215	57.3%
	170206	20.9%
-	85103	10.5%
2	68711	8.4%
5	15188	1.9%
1	8014	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	813437	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	466215	57.3%
	170206	20.9%
-	85103	10.5%
2	68711	8.4%
5	15188	1.9%
1	8014	1.0%

Peak CCU
Real number (ℝ)

SKEWED ZEROS

Distinct	1445
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	134.87293

Minimum	0
Maximum	872138
Zeros	62436
Zeros (%)	73.4%
Negative	0
Negative (%)	0.0%
Memory size	665.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	36
Maximum	872138
Range	872138
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	5403.5489
Coefficient of variation (CV)	40.063998
Kurtosis	16368.39
Mean	134.87293
Median Absolute Deviation (MAD)	0
Skewness	116.3633
Sum	11478091
Variance	29198340
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	62436	73.4%
1	7087	8.3%
2	2845	3.3%
3	1596	1.9%
4	1146	1.3%
5	836	1.0%
6	619	0.7%
7	486	0.6%
8	381	0.4%
9	313	0.4%
Other values (1435)	7358	8.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	62436	73.4%
1	7087	8.3%
2	2845	3.3%
3	1596	1.9%
4	1146	1.3%
5	836	1.0%
6	619	0.7%
7	486	0.6%
8	381	0.4%
9	313	0.4%

Value	Count	Frequency (%)
872138	1	< 0.1%
825215	1	< 0.1%
558759	1	< 0.1%
405191	1	< 0.1%
287501	1	< 0.1%
275374	1	< 0.1%
235067	1	< 0.1%
233454	1	< 0.1%
170527	1	< 0.1%
169110	1	< 0.1%

Required age
Real number (ℝ)

ZEROS

Distinct	19
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.31277393

Minimum	0
Maximum	21
Zeros	83463
Zeros (%)	98.1%
Negative	0
Negative (%)	0.0%
Memory size	665.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	21
Range	21
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.2547206
Coefficient of variation (CV)	7.2087869
Kurtosis	49.816737
Mean	0.31277393
Median Absolute Deviation (MAD)	0
Skewness	7.1635607
Sum	26618
Variance	5.0837652
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	83463	98.1%
17	919	1.1%
18	333	0.4%
13	204	0.2%
16	68	0.1%
10	35	< 0.1%
12	34	< 0.1%
3	8	< 0.1%
15	8	< 0.1%
7	7	< 0.1%
Other values (9)	24	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	83463	98.1%
1	1	< 0.1%
3	8	< 0.1%
5	1	< 0.1%
6	6	< 0.1%
7	7	< 0.1%
9	1	< 0.1%
10	35	< 0.1%
11	1	< 0.1%
12	34	< 0.1%

Value	Count	Frequency (%)
21	5	< 0.1%
20	2	< 0.1%
19	1	< 0.1%
18	333	0.4%
17	919	1.1%
16	68	0.1%
15	8	< 0.1%
14	6	< 0.1%
13	204	0.2%
12	34	< 0.1%

Price
Real number (ℝ)

SKEWED ZEROS

Distinct	584
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.1937027

Minimum	0
Maximum	999.98
Zeros	16461
Zeros (%)	19.3%
Negative	0
Negative (%)	0.0%
Memory size	665.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.99
median	4.49
Q3	9.99
95-th percentile	19.99
Maximum	999.98
Range	999.98
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	12.362478
Coefficient of variation (CV)	1.7185139
Kurtosis	1521.6156
Mean	7.1937027
Median Absolute Deviation (MAD)	4
Skewness	23.006303
Sum	612205.68
Variance	152.83086
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	16461	19.3%
4.99	7752	9.1%
9.99	7199	8.5%
0.99	6497	7.6%
1.99	5192	6.1%
2.99	4852	5.7%
3.99	3561	4.2%
14.99	3524	4.1%
19.99	3326	3.9%
5.99	2549	3.0%
Other values (574)	24190	28.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	16461	19.3%
0.29	1	< 0.1%
0.35	1	< 0.1%
0.37	1	< 0.1%
0.44	1	< 0.1%
0.49	614	0.7%
0.5	45	0.1%
0.51	102	0.1%
0.52	1	< 0.1%
0.53	7	< 0.1%

Value	Count	Frequency (%)
999.98	2	< 0.1%
999	1	< 0.1%
299.9	1	< 0.1%
269.99	1	< 0.1%
249	1	< 0.1%
199.99	58	0.1%
164.34	1	< 0.1%
149.99	15	< 0.1%
134.1	1	< 0.1%
129.99	7	< 0.1%

DLC count
Real number (ℝ)

SKEWED ZEROS

Distinct	95
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5434121

Minimum	0
Maximum	2366
Zeros	73263
Zeros (%)	86.1%
Negative	0
Negative (%)	0.0%
Memory size	665.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	2366
Range	2366
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	13.721223
Coefficient of variation (CV)	25.250123
Kurtosis	17698.545
Mean	0.5434121
Median Absolute Deviation (MAD)	0
Skewness	121.27927
Sum	46246
Variance	188.27195
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	73263	86.1%
1	7596	8.9%
2	1884	2.2%
3	716	0.8%
4	395	0.5%
5	255	0.3%
6	150	0.2%
7	118	0.1%
8	105	0.1%
10	72	0.1%
Other values (85)	549	0.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	73263	86.1%
1	7596	8.9%
2	1884	2.2%
3	716	0.8%
4	395	0.5%
5	255	0.3%
6	150	0.2%
7	118	0.1%
8	105	0.1%
9	68	0.1%

Value	Count	Frequency (%)
2366	1	< 0.1%
1968	1	< 0.1%
1555	1	< 0.1%
678	5	< 0.1%
579	1	< 0.1%
461	1	< 0.1%
386	1	< 0.1%
343	1	< 0.1%
260	1	< 0.1%
214	1	< 0.1%

Supported languages
Text

Distinct	11306
Distinct (%)	13.3%
Missing	0
Missing (%)	0.0%
Memory size	665.0 KiB

Length

Max length	1216
Median length	11
Mean length	48.66624
Min length	2

Characters and Unicode

Total characters	4141643
Distinct characters	67
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	9479 ?
Unique (%)	11.1%

Sample

1st row	['English']
2nd row	['English', 'French', 'Italian', 'German', 'Spanish - Spain', 'Japanese', 'Portuguese - Brazil', 'Russian', 'Simplified Chinese', 'Traditional Chinese']
3rd row	['English', 'Portuguese - Brazil']
4th row	['English', 'French', 'Italian', 'German', 'Spanish - Spain', 'Japanese', 'Korean', 'Portuguese', 'Russian', 'Simplified Chinese', 'Traditional Chinese']
5th row	['English', 'Spanish - Spain']

Value	Count	Frequency (%)
english	78062	18.6%
	36050	8.6%
chinese	28882	6.9%
spanish	21223	5.1%
simplified	19307	4.6%
german	18649	4.4%
french	18071	4.3%
russian	17383	4.1%
spain	16706	4.0%
portuguese	15515	3.7%
Other values (134)	149786	35.7%

Most occurring characters

Value	Count	Frequency (%)
'	633750	15.3%
i	339688	8.2%
	334532	8.1%
n	302345	7.3%
a	245342	5.9%
,	235265	5.7%
s	224621	5.4%
e	222250	5.4%
h	186366	4.5%
l	149367	3.6%
Other values (57)	1268117	30.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2349862	56.7%
Other Punctuation	869381	21.0%
Uppercase Letter	383572	9.3%
Space Separator	334532	8.1%
Open Punctuation	85870	2.1%
Close Punctuation	85870	2.1%
Dash Punctuation	32555	0.8%
Connector Punctuation	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	339688	14.5%
n	302345	12.9%
a	245342	10.4%
s	224621	9.6%
e	222250	9.5%
h	186366	7.9%
l	149367	6.4%
r	119639	5.1%
g	106609	4.5%
p	73512	3.1%
Other values (17)	380123	16.2%

Uppercase Letter

Value	Count	Frequency (%)
E	78458	20.5%
S	64200	16.7%
C	33518	8.7%
P	26004	6.8%
G	22540	5.9%
F	21112	5.5%
T	20395	5.3%
R	19790	5.2%
J	15414	4.0%
I	14332	3.7%
Other values (16)	67809	17.7%

Other Punctuation

Value	Count	Frequency (%)
'	633750	72.9%
,	235265	27.1%
;	194	< 0.1%
&	96	< 0.1%
/	41	< 0.1%
\	34	< 0.1%
#	1	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
[	85131	99.1%
(	739	0.9%

Close Punctuation

Value	Count	Frequency (%)
]	85131	99.1%
)	739	0.9%

Space Separator

Value	Count	Frequency (%)
	334532	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	32555	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2733434	66.0%
Common	1408209	34.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	339688	12.4%
n	302345	11.1%
a	245342	9.0%
s	224621	8.2%
e	222250	8.1%
h	186366	6.8%
l	149367	5.5%
r	119639	4.4%
g	106609	3.9%
E	78458	2.9%
Other values (43)	758749	27.8%

Common

Value	Count	Frequency (%)
'	633750	45.0%
	334532	23.8%
,	235265	16.7%
[	85131	6.0%
]	85131	6.0%
-	32555	2.3%
(	739	0.1%
)	739	0.1%
;	194	< 0.1%
&	96	< 0.1%
Other values (4)	77	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4141642	> 99.9%
None	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
'	633750	15.3%
i	339688	8.2%
	334532	8.1%
n	302345	7.3%
a	245342	5.9%
,	235265	5.7%
s	224621	5.4%
e	222250	5.4%
h	186366	4.5%
l	149367	3.6%
Other values (56)	1268116	30.6%

None

Value	Count	Frequency (%)
ç	1	100.0%

Full audio languages
Text

Distinct	2240
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Memory size	665.0 KiB

Length

Max length	1216
Median length	2
Mean length	16.966593
Min length	2

Characters and Unicode

Total characters	1443908
Distinct characters	64
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1668 ?
Unique (%)	2.0%

Sample

1st row	[]
2nd row	[]
3rd row	[]
4th row	[]
5th row	[]

Value	Count	Frequency (%)
	57188	31.6%
english	32200	17.8%
chinese	7789	4.3%
simplified	4979	2.7%
spanish	4964	2.7%
russian	4160	2.3%
japanese	4092	2.3%
german	3770	2.1%
portuguese	3646	2.0%
french	3473	1.9%
Other values (117)	54898	30.3%

Most occurring characters

Value	Count	Frequency (%)
'	212748	14.7%
i	111920	7.8%
n	98017	6.8%
	96056	6.7%
[	85131	5.9%
]	85131	5.9%
a	78083	5.4%
s	73399	5.1%
,	70735	4.9%
h	63833	4.4%
Other values (54)	468855	32.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	760989	52.7%
Other Punctuation	283824	19.7%
Uppercase Letter	123960	8.6%
Space Separator	96056	6.7%
Open Punctuation	85680	5.9%
Close Punctuation	85680	5.9%
Dash Punctuation	7719	0.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	111920	14.7%
n	98017	12.9%
a	78083	10.3%
s	73399	9.6%
h	63833	8.4%
e	62865	8.3%
l	54151	7.1%
g	41647	5.5%
r	35440	4.7%
u	22770	3.0%
Other values (16)	118864	15.6%

Uppercase Letter

Value	Count	Frequency (%)
E	32485	26.2%
S	17248	13.9%
C	9697	7.8%
T	7381	6.0%
P	6705	5.4%
G	5764	4.6%
R	5040	4.1%
F	4673	3.8%
B	4239	3.4%
A	4209	3.4%
Other values (16)	26519	21.4%

Other Punctuation

Value	Count	Frequency (%)
'	212748	75.0%
,	70735	24.9%
;	192	0.1%
&	96	< 0.1%
/	41	< 0.1%
\	12	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
[	85131	99.4%
(	549	0.6%

Close Punctuation

Value	Count	Frequency (%)
]	85131	99.4%
)	549	0.6%

Space Separator

Value	Count	Frequency (%)
	96056	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	7719	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	884949	61.3%
Common	558959	38.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	111920	12.6%
n	98017	11.1%
a	78083	8.8%
s	73399	8.3%
h	63833	7.2%
e	62865	7.1%
l	54151	6.1%
g	41647	4.7%
r	35440	4.0%
E	32485	3.7%
Other values (42)	233109	26.3%

Common

Value	Count	Frequency (%)
'	212748	38.1%
	96056	17.2%
[	85131	15.2%
]	85131	15.2%
,	70735	12.7%
-	7719	1.4%
)	549	0.1%
(	549	0.1%
;	192	< 0.1%
&	96	< 0.1%
Other values (2)	53	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1443908	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
'	212748	14.7%
i	111920	7.8%
n	98017	6.8%
	96056	6.7%
[	85131	5.9%
]	85131	5.9%
a	78083	5.4%
s	73399	5.1%
,	70735	4.9%
h	63833	4.4%
Other values (54)	468855	32.5%

Windows
Boolean

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	83.2 KiB

True	85073
False	30

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	85073	> 99.9%
False	30	< 0.1%

Mac
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	83.2 KiB

False	68710
True	16393

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	68710	80.7%
True	16393	19.3%

Linux
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	83.2 KiB

False	73907
True	11196

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	73907	86.8%
True	11196	13.2%

Metacritic score
Real number (ℝ)

ZEROS

Distinct	73
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.3483661

Minimum	0
Maximum	97
Zeros	81191
Zeros (%)	95.4%
Negative	0
Negative (%)	0.0%
Memory size	665.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	97
Range	97
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	15.421471
Coefficient of variation (CV)	4.6056706
Kurtosis	18.396785
Mean	3.3483661
Median Absolute Deviation (MAD)	0
Skewness	4.4754037
Sum	284956
Variance	237.82178
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	81191	95.4%
80	191	0.2%
76	171	0.2%
77	170	0.2%
78	166	0.2%
73	161	0.2%
81	161	0.2%
75	159	0.2%
72	151	0.2%
68	148	0.2%
Other values (63)	2434	2.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	81191	95.4%
20	1	< 0.1%
23	1	< 0.1%
24	1	< 0.1%
27	2	< 0.1%
29	2	< 0.1%
30	2	< 0.1%
32	2	< 0.1%
33	1	< 0.1%
34	3	< 0.1%

Value	Count	Frequency (%)
97	2	< 0.1%
96	4	< 0.1%
95	2	< 0.1%
94	12	< 0.1%
93	14	< 0.1%
92	12	< 0.1%
91	26	< 0.1%
90	31	< 0.1%
89	41	< 0.1%
88	43	0.1%

Metacritic url
Text

MISSING

Distinct	3814
Distinct (%)	97.5%
Missing	81191
Missing (%)	95.4%
Memory size	665.0 KiB

Length

Max length	142
Median length	107
Mean length	72.268661
Min length	42

Characters and Unicode

Total characters	282715
Distinct characters	49
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3740 ?
Unique (%)	95.6%

Sample

1st row	https://www.metacritic.com/game/pc/warsaw?ftag=MCD-06-10aaa1f
2nd row	https://www.metacritic.com/game/pc/alien-breed-3-descent?ftag=MCD-06-10aaa1f
3rd row	https://www.metacritic.com/game/pc/deadfall-adventures?ftag=MCD-06-10aaa1f
4th row	https://www.metacritic.com/game/pc/reigns-game-of-thrones?ftag=MCD-06-10aaa1f
5th row	https://www.metacritic.com/game/pc/max-payne?ftag=MCD-06-10aaa1f

Value	Count	Frequency (%)
https://www.metacritic.com/game/pc/shadow-of-the-tomb-raider?ftag=mcd-06-10aaa1f	20	0.5%
https://www.metacritic.com/game/pc/crazy-machines-the-wacky-contraptions-game?ftag=mcd-06-10aaa1f	4	0.1%
https://www.metacritic.com/game/pc/brink?ftag=mcd-06-10aaa1f	3	0.1%
https://www.metacritic.com/game/pc/call-of-duty-black-ops-iii?ftag=mcd-06-10aaa1f	3	0.1%
https://www.metacritic.com/game/pc/fear?ftag=mcd-06-10aaa1f	3	0.1%
https://www.metacritic.com/game/pc/the-sims-3?ftag=mcd-06-10aaa1f	3	0.1%
https://www.metacritic.com/game/pc/armada-2526?ftag=mcd-06-10aaa1f	2	0.1%
https://www.metacritic.com/game/pc/arcade-spirits?ftag=mcd-06-10aaa1f	2	0.1%
https://www.metacritic.com/game/pc/batman-arkham-asylum?ftag=mcd-06-10aaa1f	2	0.1%
https://www.metacritic.com/game/pc/battlefield-bad-company-2-vietnam?ftag=mcd-06-10aaa1f	2	0.1%
Other values (3804)	3868	98.9%

Most occurring characters

Value	Count	Frequency (%)
a	28552	10.1%
t	23933	8.5%
/	19560	6.9%
c	17675	6.3%
-	15498	5.5%
e	14703	5.2%
m	13515	4.8%
w	12638	4.5%
i	12022	4.3%
g	9255	3.3%
Other values (39)	115364	40.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	196074	69.4%
Other Punctuation	35230	12.5%
Decimal Number	20354	7.2%
Dash Punctuation	15498	5.5%
Uppercase Letter	11664	4.1%
Math Symbol	3893	1.4%
Open Punctuation	1	< 0.1%
Close Punctuation	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	28552	14.6%
t	23933	12.2%
c	17675	9.0%
e	14703	7.5%
m	13515	6.9%
w	12638	6.4%
i	12022	6.1%
g	9255	4.7%
f	9138	4.7%
p	8983	4.6%
Other values (16)	45660	23.3%

Decimal Number

Value	Count	Frequency (%)
0	7933	39.0%
1	7901	38.8%
6	3911	19.2%
2	321	1.6%
3	92	0.5%
4	71	0.3%
5	39	0.2%
9	36	0.2%
8	27	0.1%
7	23	0.1%

Other Punctuation

Value	Count	Frequency (%)
/	19560	55.5%
.	7824	22.2%
:	3912	11.1%
?	3888	11.0%
!	46	0.1%

Uppercase Letter

Value	Count	Frequency (%)
C	3888	33.3%
D	3888	33.3%
M	3888	33.3%

Math Symbol

Value	Count	Frequency (%)
=	3888	99.9%
+	5	0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	15498	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	207738	73.5%
Common	74977	26.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	28552	13.7%
t	23933	11.5%
c	17675	8.5%
e	14703	7.1%
m	13515	6.5%
w	12638	6.1%
i	12022	5.8%
g	9255	4.5%
f	9138	4.4%
p	8983	4.3%
Other values (19)	57324	27.6%

Common

Value	Count	Frequency (%)
/	19560	26.1%
-	15498	20.7%
0	7933	10.6%
1	7901	10.5%
.	7824	10.4%
:	3912	5.2%
6	3911	5.2%
=	3888	5.2%
?	3888	5.2%
2	321	0.4%
Other values (10)	341	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	282715	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	28552	10.1%
t	23933	8.5%
/	19560	6.9%
c	17675	6.3%
-	15498	5.5%
e	14703	5.2%
m	13515	4.8%
w	12638	4.5%
i	12022	4.3%
g	9255	3.3%
Other values (39)	115364	40.8%

User score
Real number (ℝ)

SKEWED ZEROS

Distinct	33
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.039822333

Minimum	0
Maximum	100
Zeros	85059
Zeros (%)	99.9%
Negative	0
Negative (%)	0.0%
Memory size	665.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	100
Range	100
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.791013
Coefficient of variation (CV)	44.975091
Kurtosis	2246.5439
Mean	0.039822333
Median Absolute Deviation (MAD)	0
Skewness	46.691892
Sum	3389
Variance	3.2077277
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	85059	99.9%
100	5	< 0.1%
80	2	< 0.1%
84	2	< 0.1%
46	2	< 0.1%
94	2	< 0.1%
51	2	< 0.1%
95	2	< 0.1%
68	2	< 0.1%
77	2	< 0.1%
Other values (23)	23	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	85059	99.9%
46	2	< 0.1%
51	2	< 0.1%
53	1	< 0.1%
55	1	< 0.1%
57	1	< 0.1%
59	1	< 0.1%
60	1	< 0.1%
61	1	< 0.1%
63	1	< 0.1%

Value	Count	Frequency (%)
100	5	< 0.1%
98	1	< 0.1%
97	1	< 0.1%
96	1	< 0.1%
95	2	< 0.1%
94	2	< 0.1%
92	1	< 0.1%
88	1	< 0.1%
87	1	< 0.1%
84	2	< 0.1%

Positive
Real number (ℝ)

SKEWED ZEROS

Distinct	4532
Distinct (%)	5.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	958.56089

Minimum	0
Maximum	5764420
Zeros	23314
Zeros (%)	27.4%
Negative	0
Negative (%)	0.0%
Memory size	665.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	7
Q3	45
95-th percentile	1229.9
Maximum	5764420
Range	5764420
Interquartile range (IQR)	45

Descriptive statistics

Standard deviation	24359.199
Coefficient of variation (CV)	25.412261
Kurtosis	37240.663
Mean	958.56089
Median Absolute Deviation (MAD)	7
Skewness	165.79523
Sum	81576407
Variance	5.9337058 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	23314	27.4%
1	5291	6.2%
2	3951	4.6%
3	3051	3.6%
4	2620	3.1%
5	2202	2.6%
6	1843	2.2%
7	1589	1.9%
8	1383	1.6%
9	1309	1.5%
Other values (4522)	38550	45.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	23314	27.4%
1	5291	6.2%
2	3951	4.6%
3	3051	3.6%
4	2620	3.1%
5	2202	2.6%
6	1843	2.2%
7	1589	1.9%
8	1383	1.6%
9	1309	1.5%

Value	Count	Frequency (%)
5764420	1	< 0.1%
1477153	1	< 0.1%
1171197	1	< 0.1%
1154655	1	< 0.1%
964983	1	< 0.1%
929372	1	< 0.1%
823693	1	< 0.1%
822326	1	< 0.1%
703687	1	< 0.1%
619457	1	< 0.1%

Negative
Real number (ℝ)

SKEWED ZEROS

Distinct	2303
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	159.77257

Minimum	0
Maximum	895978
Zeros	33951
Zeros (%)	39.9%
Negative	0
Negative (%)	0.0%
Memory size	665.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	14
95-th percentile	257
Maximum	895978
Range	895978
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	4574.5839
Coefficient of variation (CV)	28.631848
Kurtosis	26859.424
Mean	159.77257
Median Absolute Deviation (MAD)	2
Skewness	150.26752
Sum	13597125
Variance	20926818
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	33951	39.9%
1	7998	9.4%
2	4854	5.7%
3	3347	3.9%
4	2641	3.1%
5	2030	2.4%
6	1713	2.0%
7	1472	1.7%
8	1257	1.5%
9	1140	1.3%
Other values (2293)	24700	29.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	33951	39.9%
1	7998	9.4%
2	4854	5.7%
3	3347	3.9%
4	2641	3.1%
5	2030	2.4%
6	1713	2.0%
7	1472	1.7%
8	1257	1.5%
9	1140	1.3%

Value	Count	Frequency (%)
895978	1	< 0.1%
766677	1	< 0.1%
300437	1	< 0.1%
210154	1	< 0.1%
138530	1	< 0.1%
129925	1	< 0.1%
112924	1	< 0.1%
108223	1	< 0.1%
106038	1	< 0.1%
103661	1	< 0.1%

Score rank
Categorical

MISSING

Distinct	4
Distinct (%)	9.1%
Missing	85059
Missing (%)	99.9%
Memory size	665.0 KiB

99.0	18
98.0	12
100.0	12
97.0	2

Length

Max length	5
Median length	4
Mean length	4.2727273
Min length	4

Characters and Unicode

Total characters	188
Distinct characters	6
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	98.0
2nd row	98.0
3rd row	99.0
4th row	99.0
5th row	100.0

Common Values

Value	Count	Frequency (%)
99.0	18	< 0.1%
98.0	12	< 0.1%
100.0	12	< 0.1%
97.0	2	< 0.1%
(Missing)	85059	99.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
99.0	18	40.9%
98.0	12	27.3%
100.0	12	27.3%
97.0	2	4.5%

Most occurring characters

Value	Count	Frequency (%)
0	68	36.2%
9	50	26.6%
.	44	23.4%
8	12	6.4%
1	12	6.4%
7	2	1.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	144	76.6%
Other Punctuation	44	23.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	68	47.2%
9	50	34.7%
8	12	8.3%
1	12	8.3%
7	2	1.4%

Other Punctuation

Value	Count	Frequency (%)
.	44	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	188	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	68	36.2%
9	50	26.6%
.	44	23.4%
8	12	6.4%
1	12	6.4%
7	2	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	188	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	68	36.2%
9	50	26.6%
.	44	23.4%
8	12	6.4%
1	12	6.4%
7	2	1.1%

Achievements
Real number (ℝ)

SKEWED ZEROS

Distinct	431
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.859394

Minimum	0
Maximum	9821
Zeros	43345
Zeros (%)	50.9%
Negative	0
Negative (%)	0.0%
Memory size	665.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	18
95-th percentile	53
Maximum	9821
Range	9821
Interquartile range (IQR)	18

Descriptive statistics

Standard deviation	171.44687
Coefficient of variation (CV)	8.6330366
Kurtosis	812.17535
Mean	19.859394
Median Absolute Deviation (MAD)	0
Skewness	27.065955
Sum	1690094
Variance	29394.031
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	43345	50.9%
10	2108	2.5%
12	1657	1.9%
20	1489	1.7%
6	1417	1.7%
15	1390	1.6%
5	1355	1.6%
8	1275	1.5%
11	1260	1.5%
9	1205	1.4%
Other values (421)	28602	33.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	43345	50.9%
1	893	1.0%
2	471	0.6%
3	649	0.8%
4	849	1.0%
5	1355	1.6%
6	1417	1.7%
7	1190	1.4%
8	1275	1.5%
9	1205	1.4%

Value	Count	Frequency (%)
9821	1	< 0.1%
5394	1	< 0.1%
5000	59	0.1%
4999	1	< 0.1%
4997	1	< 0.1%
4996	1	< 0.1%
4989	1	< 0.1%
4987	2	< 0.1%
4981	1	< 0.1%
4979	1	< 0.1%

Recommendations
Real number (ℝ)

SKEWED ZEROS

Distinct	4035
Distinct (%)	4.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	775.51757

Minimum	0
Maximum	3441592
Zeros	71343
Zeros (%)	83.8%
Negative	0
Negative (%)	0.0%
Memory size	665.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	960
Maximum	3441592
Range	3441592
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	17893.375
Coefficient of variation (CV)	23.072817
Kurtosis	17671.765
Mean	775.51757
Median Absolute Deviation (MAD)	0
Skewness	109.44632
Sum	65998872
Variance	3.2017288 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	71343	83.8%
116	69	0.1%
106	65	0.1%
109	60	0.1%
105	60	0.1%
101	60	0.1%
127	59	0.1%
122	56	0.1%
135	55	0.1%
107	55	0.1%
Other values (4025)	13221	15.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	71343	83.8%
101	60	0.1%
102	52	0.1%
103	53	0.1%
104	51	0.1%
105	60	0.1%
106	65	0.1%
107	55	0.1%
108	47	0.1%
109	60	0.1%

Value	Count	Frequency (%)
3441592	1	< 0.1%
1616422	1	< 0.1%
1247051	1	< 0.1%
899838	1	< 0.1%
899613	1	< 0.1%
899477	1	< 0.1%
899455	1	< 0.1%
899435	1	< 0.1%
783469	1	< 0.1%
725462	1	< 0.1%

Notes
Text

MISSING

Distinct	10570
Distinct (%)	81.2%
Missing	72082
Missing (%)	84.7%
Memory size	665.0 KiB

Length

Max length	2028
Median length	707
Mean length	137.54834
Min length	2

Characters and Unicode

Total characters	1791017
Distinct characters	896
Distinct categories	19 ?
Distinct scripts	8 ?
Distinct blocks	16 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	9811 ?
Unique (%)	75.3%

Sample

1st row	This Game may contain content not appropriate for all ages, or may not be appropriate for viewing at work: violence, general Mature Content.
2nd row	This game depicts sexual acts between the player and a female character. All characters depicted are over the age of 18.
3rd row	This Game may contain content not appropriate for all ages, or may not be appropriate for viewing at work Download only for players over 18 years old.
4th row	Iron Rebellion has elements of sci-fi combat with laser guns, missiles, and explosions.
5th row	Please note that Who We Are Now contains explicit sexual scenes between men. These scenes are optional.

Value	Count	Frequency (%)
and	11734	4.1%
the	9985	3.5%
game	9558	3.3%
of	8031	2.8%
content	6391	2.2%
this	5508	1.9%
sexual	5411	1.9%
for	5332	1.9%
in	5026	1.8%
not	4959	1.7%
Other values (10933)	213868	74.8%

Most occurring characters

Value	Count	Frequency (%)
	272779	15.2%
e	174757	9.8%
a	132355	7.4%
n	118743	6.6%
o	112053	6.3%
t	110090	6.1%
i	99769	5.6%
s	96900	5.4%
r	82057	4.6%
l	71621	4.0%
Other values (886)	519893	29.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1408513	78.6%
Space Separator	272790	15.2%
Uppercase Letter	48734	2.7%
Other Punctuation	44309	2.5%
Dash Punctuation	5192	0.3%
Decimal Number	5090	0.3%
Other Letter	3493	0.2%
Close Punctuation	1103	0.1%
Open Punctuation	1076	0.1%
Math Symbol	406	< 0.1%
Other values (9)	311	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
の	74	2.1%
含	70	2.0%
的	68	1.9%
ま	65	1.9%
す	55	1.6%
性	49	1.4%
游	45	1.3%
に	44	1.3%
戏	44	1.3%
内	42	1.2%
Other values (689)	2937	84.1%

Lowercase Letter

Value	Count	Frequency (%)
e	174757	12.4%
a	132355	9.4%
n	118743	8.4%
o	112053	8.0%
t	110090	7.8%
i	99769	7.1%
s	96900	6.9%
r	82057	5.8%
l	71621	5.1%
c	57496	4.1%
Other values (63)	352672	25.0%

Uppercase Letter

Value	Count	Frequency (%)
T	9895	20.3%
S	4558	9.4%
A	4003	8.2%
C	3997	8.2%
G	3807	7.8%
N	2979	6.1%
M	2531	5.2%
I	2227	4.6%
D	1774	3.6%
V	1668	3.4%
Other values (27)	11295	23.2%

Other Punctuation

Value	Count	Frequency (%)
,	19004	42.9%
.	18911	42.7%
:	2469	5.6%
/	1212	2.7%
'	787	1.8%
!	412	0.9%
;	353	0.8%
*	234	0.5%
&	209	0.5%
・	199	0.4%
Other values (17)	519	1.2%

Decimal Number

Value	Count	Frequency (%)
1	2171	42.7%
8	1910	37.5%
2	444	8.7%
0	219	4.3%
3	141	2.8%
9	46	0.9%
4	43	0.8%
5	40	0.8%
6	37	0.7%
7	37	0.7%
Other values (2)	2	< 0.1%

Other Symbol

Value	Count	Frequency (%)
♥	32	42.1%
■	12	15.8%
▶	6	7.9%
○	6	7.9%
●	5	6.6%
▪	4	5.3%
★	3	3.9%
◆	3	3.9%
♦	3	3.9%
™	1	1.3%

Math Symbol

Value	Count	Frequency (%)
>	204	50.2%
+	154	37.9%
~	22	5.4%
=	21	5.2%
→	2	0.5%
×	1	0.2%
\|	1	0.2%
＞	1	0.2%

Close Punctuation

Value	Count	Frequency (%)
)	1053	95.5%
]	38	3.4%
）	8	0.7%
》	3	0.3%
】	1	0.1%

Open Punctuation

Value	Count	Frequency (%)
(	1028	95.5%
[	38	3.5%
（	6	0.6%
《	3	0.3%
【	1	0.1%

Space Separator

Value	Count	Frequency (%)
	272779	> 99.9%
	7	< 0.1%
	4	< 0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	5176	99.7%
–	10	0.2%
—	6	0.1%

Final Punctuation

Value	Count	Frequency (%)
”	58	51.3%
’	54	47.8%
»	1	0.9%

Initial Punctuation

Value	Count	Frequency (%)
“	58	89.2%
‘	6	9.2%
«	1	1.5%

Modifier Letter

Value	Count	Frequency (%)
ー	44	97.8%
々	1	2.2%

Nonspacing Mark

Value	Count	Frequency (%)
︎	6	100.0%

Format

Value	Count	Frequency (%)
	2	100.0%

Modifier Symbol

Value	Count	Frequency (%)
´	2	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1456829	81.3%
Common	330269	18.4%
Han	2432	0.1%
Hiragana	634	< 0.1%
Cyrillic	419	< 0.1%
Katakana	320	< 0.1%
Hangul	108	< 0.1%
Inherited	6	< 0.1%

Most frequent character per script

Han

Value	Count	Frequency (%)
含	70	2.9%
的	68	2.8%
性	49	2.0%
游	45	1.9%
戏	44	1.8%
内	42	1.7%
容	41	1.7%
力	39	1.6%
暴	39	1.6%
有	35	1.4%
Other values (531)	1960	80.6%

Common

Value	Count	Frequency (%)
	272779	82.6%
,	19004	5.8%
.	18911	5.7%
-	5176	1.6%
:	2469	0.7%
1	2171	0.7%
8	1910	0.6%
/	1212	0.4%
)	1053	0.3%
(	1028	0.3%
Other values (74)	4556	1.4%

Latin

Value	Count	Frequency (%)
e	174757	12.0%
a	132355	9.1%
n	118743	8.2%
o	112053	7.7%
t	110090	7.6%
i	99769	6.8%
s	96900	6.7%
r	82057	5.6%
l	71621	4.9%
c	57496	3.9%
Other values (61)	400988	27.5%

Hangul

Value	Count	Frequency (%)
이	6	5.6%
하	5	4.6%
사	4	3.7%
게	3	2.8%
임	3	2.8%
한	3	2.8%
적	3	2.8%
지	3	2.8%
포	3	2.8%
함	3	2.8%
Other values (53)	72	66.7%

Katakana

Value	Count	Frequency (%)
ン	28	8.8%
ト	21	6.6%
ム	19	5.9%
ゲ	17	5.3%
ク	17	5.3%
ア	17	5.3%
ル	16	5.0%
ダ	14	4.4%
テ	13	4.1%
ス	13	4.1%
Other values (42)	145	45.3%

Hiragana

Value	Count	Frequency (%)
の	74	11.7%
ま	65	10.3%
す	55	8.7%
に	44	6.9%
が	33	5.2%
な	30	4.7%
は	30	4.7%
い	29	4.6%
て	25	3.9%
で	24	3.8%
Other values (34)	225	35.5%

Cyrillic

Value	Count	Frequency (%)
е	47	11.2%
н	36	8.6%
о	32	7.6%
и	30	7.2%
т	28	6.7%
р	27	6.4%
а	23	5.5%
л	21	5.0%
с	19	4.5%
д	14	3.3%
Other values (30)	142	33.9%

Inherited

Value	Count	Frequency (%)
︎	6	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1786024	99.7%
CJK	2431	0.1%
Hiragana	634	< 0.1%
Katakana	563	< 0.1%
None	454	< 0.1%
Cyrillic	419	< 0.1%
Punctuation	298	< 0.1%
Hangul	108	< 0.1%
Misc Symbols	38	< 0.1%
Geometric Shapes	36	< 0.1%
Other values (6)	12	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	272779	15.3%
e	174757	9.8%
a	132355	7.4%
n	118743	6.6%
o	112053	6.3%
t	110090	6.2%
i	99769	5.6%
s	96900	5.4%
r	82057	4.6%
l	71621	4.0%
Other values (78)	514900	28.8%

Katakana

Value	Count	Frequency (%)
・	199	35.3%
ー	44	7.8%
ン	28	5.0%
ト	21	3.7%
ム	19	3.4%
ゲ	17	3.0%
ク	17	3.0%
ア	17	3.0%
ル	16	2.8%
ダ	14	2.5%
Other values (44)	171	30.4%

None

Value	Count	Frequency (%)
。	120	26.4%
、	78	17.2%
，	77	17.0%
·	67	14.8%
é	10	2.2%
：	10	2.2%
）	8	1.8%
．	7	1.5%
；	7	1.5%
	7	1.5%
Other values (32)	63	13.9%

Punctuation

Value	Count	Frequency (%)
•	89	29.9%
”	58	19.5%
“	58	19.5%
’	54	18.1%
※	12	4.0%
–	10	3.4%
‘	6	2.0%
—	6	2.0%
…	3	1.0%
	2	0.7%

Hiragana

Value	Count	Frequency (%)
の	74	11.7%
ま	65	10.3%
す	55	8.7%
に	44	6.9%
が	33	5.2%
な	30	4.7%
は	30	4.7%
い	29	4.6%
て	25	3.9%
で	24	3.8%
Other values (34)	225	35.5%

CJK

Value	Count	Frequency (%)
含	70	2.9%
的	68	2.8%
性	49	2.0%
游	45	1.9%
戏	44	1.8%
内	42	1.7%
容	41	1.7%
力	39	1.6%
暴	39	1.6%
有	35	1.4%
Other values (530)	1959	80.6%

Cyrillic

Value	Count	Frequency (%)
е	47	11.2%
н	36	8.6%
о	32	7.6%
и	30	7.2%
т	28	6.7%
р	27	6.4%
а	23	5.5%
л	21	5.0%
с	19	4.5%
д	14	3.3%
Other values (30)	142	33.9%

Misc Symbols

Value	Count	Frequency (%)
♥	32	84.2%
★	3	7.9%
♦	3	7.9%

Geometric Shapes

Value	Count	Frequency (%)
■	12	33.3%
▶	6	16.7%
○	6	16.7%
●	5	13.9%
▪	4	11.1%
◆	3	8.3%

VS

Value	Count	Frequency (%)
︎	6	100.0%

Hangul

Value	Count	Frequency (%)
이	6	5.6%
하	5	4.6%
사	4	3.7%
게	3	2.8%
임	3	2.8%
한	3	2.8%
적	3	2.8%
지	3	2.8%
포	3	2.8%
함	3	2.8%
Other values (53)	72	66.7%

Arrows

Value	Count	Frequency (%)
→	2	100.0%

IPA Ext

Value	Count	Frequency (%)
ɕ	1	100.0%

Letterlike Symbols

Value	Count	Frequency (%)
™	1	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	1	100.0%

Dingbats

Value	Count	Frequency (%)
❤	1	100.0%

Average playtime forever
Real number (ℝ)

SKEWED ZEROS

Distinct	2209
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	104.72968

Minimum	0
Maximum	145727
Zeros	70192
Zeros (%)	82.5%
Negative	0
Negative (%)	0.0%
Memory size	665.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	353
Maximum	145727
Range	145727
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1142.4475
Coefficient of variation (CV)	10.908536
Kurtosis	5295.1895
Mean	104.72968
Median Absolute Deviation (MAD)	0
Skewness	58.969881
Sum	8912810
Variance	1305186.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	70192	82.5%
1	342	0.4%
2	133	0.2%
4	106	0.1%
3	105	0.1%
5	100	0.1%
6	96	0.1%
9	88	0.1%
8	87	0.1%
7	84	0.1%
Other values (2199)	13770	16.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	70192	82.5%
1	342	0.4%
2	133	0.2%
3	105	0.1%
4	106	0.1%
5	100	0.1%
6	96	0.1%
7	84	0.1%
8	87	0.1%
9	88	0.1%

Value	Count	Frequency (%)
145727	1	< 0.1%
104238	1	< 0.1%
90351	1	< 0.1%
76068	1	< 0.1%
68357	1	< 0.1%
68159	1	< 0.1%
64973	1	< 0.1%
51388	1	< 0.1%
49555	1	< 0.1%
47336	1	< 0.1%

Average playtime two weeks
Real number (ℝ)

SKEWED ZEROS

Distinct	781
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.680105

Minimum	0
Maximum	19159
Zeros	83048
Zeros (%)	97.6%
Negative	0
Negative (%)	0.0%
Memory size	665.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	19159
Range	19159
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	188.84001
Coefficient of variation (CV)	17.681474
Kurtosis	2786.2144
Mean	10.680105
Median Absolute Deviation (MAD)	0
Skewness	45.01546
Sum	908909
Variance	35660.548
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	83048	97.6%
1	74	0.1%
2	24	< 0.1%
3	24	< 0.1%
8	21	< 0.1%
4	20	< 0.1%
10	19	< 0.1%
5	19	< 0.1%
17	17	< 0.1%
11	16	< 0.1%
Other values (771)	1821	2.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	83048	97.6%
1	74	0.1%
2	24	< 0.1%
3	24	< 0.1%
4	20	< 0.1%
5	19	< 0.1%
6	16	< 0.1%
7	13	< 0.1%
8	21	< 0.1%
9	15	< 0.1%

Value	Count	Frequency (%)
19159	1	< 0.1%
10996	1	< 0.1%
10995	1	< 0.1%
10994	1	< 0.1%
10993	1	< 0.1%
10985	1	< 0.1%
10980	1	< 0.1%
10012	1	< 0.1%
9982	1	< 0.1%
9863	1	< 0.1%

Median playtime forever
Real number (ℝ)

SKEWED ZEROS

Distinct	1896
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	93.316029

Minimum	0
Maximum	208473
Zeros	70192
Zeros (%)	82.5%
Negative	0
Negative (%)	0.0%
Memory size	665.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	332
Maximum	208473
Range	208473
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1510.7321
Coefficient of variation (CV)	16.189417
Kurtosis	8043.2472
Mean	93.316029
Median Absolute Deviation (MAD)	0
Skewness	79.548322
Sum	7941474
Variance	2282311.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	70192	82.5%
1	334	0.4%
2	130	0.2%
3	103	0.1%
4	101	0.1%
6	97	0.1%
11	96	0.1%
5	95	0.1%
8	86	0.1%
9	83	0.1%
Other values (1886)	13786	16.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	70192	82.5%
1	334	0.4%
2	130	0.2%
3	103	0.1%
4	101	0.1%
5	95	0.1%
6	97	0.1%
7	80	0.1%
8	86	0.1%
9	83	0.1%

Value	Count	Frequency (%)
208473	1	< 0.1%
145727	1	< 0.1%
136629	1	< 0.1%
136291	1	< 0.1%
114016	1	< 0.1%
102435	1	< 0.1%
99108	1	< 0.1%
90351	1	< 0.1%
76068	1	< 0.1%
65792	1	< 0.1%

Median playtime two weeks
Real number (ℝ)

SKEWED ZEROS

Distinct	784
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.467328

Minimum	0
Maximum	19159
Zeros	83048
Zeros (%)	97.6%
Negative	0
Negative (%)	0.0%
Memory size	665.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	19159
Range	19159
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	205.37294
Coefficient of variation (CV)	17.909399
Kurtosis	2307.8499
Mean	11.467328
Median Absolute Deviation (MAD)	0
Skewness	41.805559
Sum	975904
Variance	42178.046
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	83048	97.6%
1	74	0.1%
3	25	< 0.1%
2	23	< 0.1%
8	20	< 0.1%
10	19	< 0.1%
5	19	< 0.1%
4	18	< 0.1%
6	17	< 0.1%
23	17	< 0.1%
Other values (774)	1823	2.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	83048	97.6%
1	74	0.1%
2	23	< 0.1%
3	25	< 0.1%
4	18	< 0.1%
5	19	< 0.1%
6	17	< 0.1%
7	13	< 0.1%
8	20	< 0.1%
9	14	< 0.1%

Value	Count	Frequency (%)
19159	1	< 0.1%
10996	1	< 0.1%
10995	2	< 0.1%
10994	2	< 0.1%
10993	1	< 0.1%
10985	1	< 0.1%
10980	1	< 0.1%
10012	1	< 0.1%
9982	1	< 0.1%
9863	1	< 0.1%

Developers
Text

MISSING

Distinct	49870
Distinct (%)	61.2%
Missing	3587
Missing (%)	4.2%
Memory size	665.0 KiB

Length

Max length	584
Median length	254
Mean length	14.520965
Min length	1

Characters and Unicode

Total characters	1183691
Distinct characters	2293
Distinct categories	21 ?
Distinct scripts	12 ?
Distinct blocks	22 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	38793 ?
Unique (%)	47.6%

Sample

1st row	Perpetual FX Creative
2nd row	Rusty Moyher
3rd row	Campião Games
4th row	Odd Critter Games
5th row	Unusual Games

Value	Count	Frequency (%)
games	13332	8.0%
studio	4868	2.9%
studios	4476	2.7%
game	1682	1.0%
ltd	1671	1.0%
inc	1637	1.0%
llc	1489	0.9%
entertainment	1476	0.9%
interactive	1337	0.8%
software	1304	0.8%
Other values (47644)	133378	80.0%

Most occurring characters

Value	Count	Frequency (%)
e	99727	8.4%
a	87926	7.4%
	85187	7.2%
i	70132	5.9%
o	69219	5.8%
t	60320	5.1%
n	55036	4.6%
r	54006	4.6%
s	52511	4.4%
m	38655	3.3%
Other values (2283)	510972	43.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	828450	70.0%
Uppercase Letter	230213	19.4%
Space Separator	85190	7.2%
Other Punctuation	17444	1.5%
Other Letter	12896	1.1%
Decimal Number	5836	0.5%
Dash Punctuation	1649	0.1%
Connector Punctuation	588	< 0.1%
Open Punctuation	501	< 0.1%
Close Punctuation	500	< 0.1%
Other values (11)	424	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
作	504	3.9%
工	468	3.6%
室	430	3.3%
游	260	2.0%
戏	222	1.7%
技	170	1.3%
有	168	1.3%
公	162	1.3%
科	162	1.3%
司	158	1.2%
Other values (1928)	10192	79.0%

Lowercase Letter

Value	Count	Frequency (%)
e	99727	12.0%
a	87926	10.6%
i	70132	8.5%
o	69219	8.4%
t	60320	7.3%
n	55036	6.6%
r	54006	6.5%
s	52511	6.3%
m	38655	4.7%
l	35816	4.3%
Other values (106)	205102	24.8%

Uppercase Letter

Value	Count	Frequency (%)
S	28463	12.4%
G	25272	11.0%
C	14028	6.1%
A	13786	6.0%
L	13191	5.7%
M	11865	5.2%
T	11796	5.1%
D	10761	4.7%
E	10312	4.5%
I	10061	4.4%
Other values (71)	80678	35.0%

Nonspacing Mark

Value	Count	Frequency (%)
̈́	4	5.6%
̑	4	5.6%
͎	3	4.2%
̩	2	2.8%
̒	2	2.8%
̴	2	2.8%
̅	2	2.8%
̛	2	2.8%
͆	2	2.8%
̆	2	2.8%
Other values (43)	46	64.8%

Other Symbol

Value	Count	Frequency (%)
™	36	26.7%
®	31	23.0%
▲	12	8.9%
💘	11	8.1%
♂	8	5.9%
☆	5	3.7%
○	3	2.2%
△	3	2.2%
°	3	2.2%
□	3	2.2%
Other values (15)	20	14.8%

Other Punctuation

Value	Count	Frequency (%)
,	9783	56.1%
.	6329	36.3%
'	589	3.4%
&	249	1.4%
/	151	0.9%
!	124	0.7%
:	93	0.5%
@	23	0.1%
?	20	0.1%
*	14	0.1%
Other values (14)	69	0.4%

Decimal Number

Value	Count	Frequency (%)
1	894	15.3%
3	874	15.0%
2	812	13.9%
0	786	13.5%
4	543	9.3%
7	505	8.7%
9	402	6.9%
8	375	6.4%
6	328	5.6%
5	317	5.4%

Math Symbol

Value	Count	Frequency (%)
+	49	62.8%
\|	12	15.4%
×	7	9.0%
~	4	5.1%
∇	3	3.8%
=	1	1.3%
∞	1	1.3%
>	1	1.3%

Open Punctuation

Value	Count	Frequency (%)
(	428	85.4%
[	32	6.4%
（	26	5.2%
{	8	1.6%
【	3	0.6%
「	3	0.6%
『	1	0.2%

Close Punctuation

Value	Count	Frequency (%)
)	426	85.2%
]	32	6.4%
）	27	5.4%
}	8	1.6%
】	3	0.6%
」	3	0.6%
』	1	0.2%

Space Separator

Value	Count	Frequency (%)
	85187	> 99.9%
	2	< 0.1%
	1	< 0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	1639	99.4%
–	9	0.5%
—	1	0.1%

Modifier Symbol

Value	Count	Frequency (%)
´	6	42.9%
`	5	35.7%
^	3	21.4%

Other Number

Value	Count	Frequency (%)
²	3	60.0%
³	1	20.0%
₀	1	20.0%

Format

Value	Count	Frequency (%)
	1	33.3%
‪	1	33.3%
‍	1	33.3%

Modifier Letter

Value	Count	Frequency (%)
ー	101	97.1%
々	3	2.9%

Final Punctuation

Value	Count	Frequency (%)
’	6	85.7%
”	1	14.3%

Initial Punctuation

Value	Count	Frequency (%)
‘	1	50.0%
“	1	50.0%

Connector Punctuation

Value	Count	Frequency (%)
_	588	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	3	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1058171	89.4%
Common	112077	9.5%
Han	10845	0.9%
Katakana	1029	0.1%
Hiragana	760	0.1%
Cyrillic	465	< 0.1%
Hangul	230	< 0.1%
Inherited	71	< 0.1%
Arabic	32	< 0.1%
Greek	7	< 0.1%
Other values (2)	4	< 0.1%

Most frequent character per script

Han

Value	Count	Frequency (%)
作	504	4.6%
工	468	4.3%
室	430	4.0%
游	260	2.4%
戏	222	2.0%
技	170	1.6%
有	168	1.5%
公	162	1.5%
科	162	1.5%
司	158	1.5%
Other values (1660)	8141	75.1%

Latin

Value	Count	Frequency (%)
e	99727	9.4%
a	87926	8.3%
i	70132	6.6%
o	69219	6.5%
t	60320	5.7%
n	55036	5.2%
r	54006	5.1%
s	52511	5.0%
m	38655	3.7%
l	35816	3.4%
Other values (115)	434823	41.1%

Common

Value	Count	Frequency (%)
	85187	76.0%
,	9783	8.7%
.	6329	5.6%
-	1639	1.5%
1	894	0.8%
3	874	0.8%
2	812	0.7%
0	786	0.7%
'	589	0.5%
_	588	0.5%
Other values (109)	4596	4.1%

Hangul

Value	Count	Frequency (%)
진	11	4.8%
즈	10	4.3%
유	10	4.3%
게	9	3.9%
임	9	3.9%
이	7	3.0%
김	7	3.0%
재	5	2.2%
우	5	2.2%
승	5	2.2%
Other values (98)	152	66.1%

Hiragana

Value	Count	Frequency (%)
ん	53	7.0%
ら	41	5.4%
い	38	5.0%
と	37	4.9%
く	31	4.1%
あ	27	3.6%
さ	23	3.0%
ふ	23	3.0%
の	22	2.9%
か	22	2.9%
Other values (62)	443	58.3%

Katakana

Value	Count	Frequency (%)
ン	74	7.2%
ス	65	6.3%
リ	57	5.5%
ト	54	5.2%
ア	50	4.9%
ラ	40	3.9%
ジ	37	3.6%
イ	34	3.3%
ル	32	3.1%
ク	30	2.9%
Other values (61)	556	54.0%

Inherited

Value	Count	Frequency (%)
̈́	4	5.6%
̑	4	5.6%
͎	3	4.2%
̩	2	2.8%
̒	2	2.8%
̴	2	2.8%
̅	2	2.8%
̛	2	2.8%
͆	2	2.8%
̆	2	2.8%
Other values (43)	46	64.8%

Cyrillic

Value	Count	Frequency (%)
о	43	9.2%
и	34	7.3%
К	33	7.1%
е	31	6.7%
р	21	4.5%
а	19	4.1%
А	19	4.1%
т	18	3.9%
в	17	3.7%
Я	15	3.2%
Other values (41)	215	46.2%

Arabic

Value	Count	Frequency (%)
ا	5	15.6%
ي	4	12.5%
ر	4	12.5%
ل	3	9.4%
ف	2	6.2%
س	2	6.2%
ت	2	6.2%
ه	2	6.2%
ة	2	6.2%
ن	1	3.1%
Other values (5)	5	15.6%

Greek

Value	Count	Frequency (%)
α	3	42.9%
ω	1	14.3%
Δ	1	14.3%
π	1	14.3%
Σ	1	14.3%

Runic

Value	Count	Frequency (%)
ᛋ	1	33.3%
ᛘ	1	33.3%
ᚴ	1	33.3%

Thai

Value	Count	Frequency (%)
ํ	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1168572	98.7%
CJK	10842	0.9%
None	1448	0.1%
Katakana	1131	0.1%
Hiragana	760	0.1%
Cyrillic	465	< 0.1%
Hangul	230	< 0.1%
Diacriticals	69	< 0.1%
Letterlike Symbols	37	< 0.1%
Arabic	32	< 0.1%
Other values (12)	105	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	99727	8.5%
a	87926	7.5%
	85187	7.3%
i	70132	6.0%
o	69219	5.9%
t	60320	5.2%
n	55036	4.7%
r	54006	4.6%
s	52511	4.5%
m	38655	3.3%
Other values (82)	495853	42.4%

CJK

Value	Count	Frequency (%)
作	504	4.6%
工	468	4.3%
室	430	4.0%
游	260	2.4%
戏	222	2.0%
技	170	1.6%
有	168	1.5%
公	162	1.5%
科	162	1.5%
司	158	1.5%
Other values (1659)	8138	75.1%

None

Value	Count	Frequency (%)
é	203	14.0%
ö	101	7.0%
á	100	6.9%
ü	81	5.6%
ä	78	5.4%
í	74	5.1%
ç	50	3.5%
ł	49	3.4%
ı	39	2.7%
ğ	31	2.1%
Other values (100)	642	44.3%

Katakana

Value	Count	Frequency (%)
ー	101	8.9%
ン	74	6.5%
ス	65	5.7%
リ	57	5.0%
ト	54	4.8%
ア	50	4.4%
ラ	40	3.5%
ジ	37	3.3%
イ	34	3.0%
ル	32	2.8%
Other values (63)	587	51.9%

Hiragana

Value	Count	Frequency (%)
ん	53	7.0%
ら	41	5.4%
い	38	5.0%
と	37	4.9%
く	31	4.1%
あ	27	3.6%
さ	23	3.0%
ふ	23	3.0%
の	22	2.9%
か	22	2.9%
Other values (62)	443	58.3%

Cyrillic

Value	Count	Frequency (%)
о	43	9.2%
и	34	7.3%
К	33	7.1%
е	31	6.7%
р	21	4.5%
а	19	4.1%
А	19	4.1%
т	18	3.9%
в	17	3.7%
Я	15	3.2%
Other values (41)	215	46.2%

Letterlike Symbols

Value	Count	Frequency (%)
™	36	97.3%
℉	1	2.7%

Geometric Shapes

Value	Count	Frequency (%)
▲	12	57.1%
○	3	14.3%
△	3	14.3%
□	3	14.3%

Hangul

Value	Count	Frequency (%)
진	11	4.8%
즈	10	4.3%
유	10	4.3%
게	9	3.9%
임	9	3.9%
이	7	3.0%
김	7	3.0%
재	5	2.2%
우	5	2.2%
승	5	2.2%
Other values (98)	152	66.1%

Punctuation

Value	Count	Frequency (%)
–	9	34.6%
’	6	23.1%
•	3	11.5%
	1	3.8%
	1	3.8%
‘	1	3.8%
‪	1	3.8%
“	1	3.8%
”	1	3.8%
—	1	3.8%

Misc Symbols

Value	Count	Frequency (%)
♂	8	50.0%
☆	5	31.2%
★	3	18.8%

Arabic

Value	Count	Frequency (%)
ا	5	15.6%
ي	4	12.5%
ر	4	12.5%
ل	3	9.4%
ف	2	6.2%
س	2	6.2%
ت	2	6.2%
ه	2	6.2%
ة	2	6.2%
ن	1	3.1%
Other values (5)	5	15.6%

Diacriticals

Value	Count	Frequency (%)
̈́	4	5.8%
̑	4	5.8%
͎	3	4.3%
̩	2	2.9%
̒	2	2.9%
̴	2	2.9%
̅	2	2.9%
̛	2	2.9%
͆	2	2.9%
̆	2	2.9%
Other values (41)	44	63.8%

Math Operators

Value	Count	Frequency (%)
∇	3	75.0%
∞	1	25.0%

Math Alphanum

Value	Count	Frequency (%)
𝖎	3	13.6%
𝖗	2	9.1%
𝖓	2	9.1%
𝖉	2	9.1%
𝖊	1	4.5%
𝖈	1	4.5%
𝕴	1	4.5%
𝖞	1	4.5%
𝕯	1	4.5%
𝖘	1	4.5%
Other values (7)	7	31.8%

Latin Ext Additional

Value	Count	Frequency (%)
Ễ	2	50.0%
Ứ	1	25.0%
ố	1	25.0%

Dingbats

Value	Count	Frequency (%)
✠	2	50.0%
❆	1	25.0%
❤	1	25.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	2	100.0%

IPA Ext

Value	Count	Frequency (%)
ɛ	1	100.0%

Runic

Value	Count	Frequency (%)
ᛋ	1	33.3%
ᛘ	1	33.3%
ᚴ	1	33.3%

Thai

Value	Count	Frequency (%)
ํ	1	100.0%

VS

Value	Count	Frequency (%)
️	1	100.0%

Publishers
Text

MISSING

Distinct	43366
Distinct (%)	53.4%
Missing	3867
Missing (%)	4.5%
Memory size	665.0 KiB

Length

Max length	164
Median length	84
Mean length	13.908994
Min length	1

Characters and Unicode

Total characters	1129911
Distinct characters	2045
Distinct categories	20 ?
Distinct scripts	12 ?
Distinct blocks	19 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	33497 ?
Unique (%)	41.2%

Sample

1st row	Perpetual FX Creative
2nd row	Wild Rooster
3rd row	Campião Games
4th row	Odd Critter Games
5th row	Unusual Games

Value	Count	Frequency (%)
games	14635	9.0%
studio	4307	2.6%
studios	4289	2.6%
entertainment	2153	1.3%
ltd	2019	1.2%
llc	1794	1.1%
inc	1746	1.1%
game	1593	1.0%
interactive	1501	0.9%
software	1012	0.6%
Other values (39161)	128439	78.6%

Most occurring characters

Value	Count	Frequency (%)
e	95491	8.5%
a	82554	7.3%
	82293	7.3%
i	68254	6.0%
o	63460	5.6%
t	59513	5.3%
s	52321	4.6%
n	51858	4.6%
r	50656	4.5%
m	38584	3.4%
Other values (2035)	484927	42.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	790122	69.9%
Uppercase Letter	224473	19.9%
Space Separator	82297	7.3%
Other Punctuation	13591	1.2%
Other Letter	10675	0.9%
Decimal Number	5760	0.5%
Dash Punctuation	1384	0.1%
Connector Punctuation	492	< 0.1%
Open Punctuation	440	< 0.1%
Close Punctuation	438	< 0.1%
Other values (10)	239	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
作	406	3.8%
工	368	3.4%
室	347	3.3%
游	267	2.5%
戏	221	2.1%
有	160	1.5%
公	151	1.4%
技	150	1.4%
限	149	1.4%
司	149	1.4%
Other values (1750)	8307	77.8%

Lowercase Letter

Value	Count	Frequency (%)
e	95491	12.1%
a	82554	10.4%
i	68254	8.6%
o	63460	8.0%
t	59513	7.5%
s	52321	6.6%
n	51858	6.6%
r	50656	6.4%
m	38584	4.9%
l	33018	4.2%
Other values (104)	194413	24.6%

Uppercase Letter

Value	Count	Frequency (%)
G	26624	11.9%
S	26506	11.8%
A	13503	6.0%
L	13304	5.9%
C	13077	5.8%
M	11013	4.9%
I	10769	4.8%
T	10737	4.8%
E	10496	4.7%
D	10316	4.6%
Other values (66)	78128	34.8%

Other Punctuation

Value	Count	Frequency (%)
.	7288	53.6%
,	5108	37.6%
'	513	3.8%
&	255	1.9%
!	145	1.1%
/	122	0.9%
:	52	0.4%
?	22	0.2%
@	18	0.1%
，	13	0.1%
Other values (14)	55	0.4%

Other Symbol

Value	Count	Frequency (%)
™	28	29.5%
®	20	21.1%
💘	11	11.6%
🚀	10	10.5%
♂	4	4.2%
▲	4	4.2%
©	3	3.2%
✠	2	2.1%
🐼	2	2.1%
📚	2	2.1%
Other values (9)	9	9.5%

Decimal Number

Value	Count	Frequency (%)
1	860	14.9%
2	843	14.6%
0	795	13.8%
3	746	13.0%
8	597	10.4%
4	510	8.9%
7	469	8.1%
5	325	5.6%
6	310	5.4%
9	305	5.3%

Math Symbol

Value	Count	Frequency (%)
+	40	58.8%
\|	9	13.2%
~	5	7.4%
×	5	7.4%
∇	3	4.4%
>	2	2.9%
=	2	2.9%
∃	1	1.5%
<	1	1.5%

Open Punctuation

Value	Count	Frequency (%)
(	386	87.7%
[	23	5.2%
（	21	4.8%
{	7	1.6%
【	3	0.7%

Close Punctuation

Value	Count	Frequency (%)
)	383	87.4%
]	23	5.3%
）	22	5.0%
}	7	1.6%
】	3	0.7%

Space Separator

Value	Count	Frequency (%)
	82293	> 99.9%
	2	< 0.1%
	1	< 0.1%
	1	< 0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	1380	99.7%
–	3	0.2%
—	1	0.1%

Modifier Letter

Value	Count	Frequency (%)
ー	47	94.0%
々	2	4.0%
ゞ	1	2.0%

Modifier Symbol

Value	Count	Frequency (%)
`	5	45.5%
´	5	45.5%
^	1	9.1%

Other Number

Value	Count	Frequency (%)
²	4	80.0%
₀	1	20.0%

Nonspacing Mark

Value	Count	Frequency (%)
ํ	1	50.0%
️	1	50.0%

Format

Value	Count	Frequency (%)
‬	1	50.0%
‍	1	50.0%

Connector Punctuation

Value	Count	Frequency (%)
_	492	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	4	100.0%

Initial Punctuation

Value	Count	Frequency (%)
‘	1	100.0%

Final Punctuation

Value	Count	Frequency (%)
’	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1014158	89.8%
Common	104657	9.3%
Han	9368	0.8%
Katakana	582	0.1%
Hiragana	493	< 0.1%
Cyrillic	410	< 0.1%
Hangul	172	< 0.1%
Arabic	60	< 0.1%
Greek	5	< 0.1%
Runic	3	< 0.1%
Other values (2)	3	< 0.1%

Most frequent character per script

Han

Value	Count	Frequency (%)
作	406	4.3%
工	368	3.9%
室	347	3.7%
游	267	2.9%
戏	221	2.4%
有	160	1.7%
公	151	1.6%
技	150	1.6%
限	149	1.6%
司	149	1.6%
Other values (1500)	7000	74.7%

Latin

Value	Count	Frequency (%)
e	95491	9.4%
a	82554	8.1%
i	68254	6.7%
o	63460	6.3%
t	59513	5.9%
s	52321	5.2%
n	51858	5.1%
r	50656	5.0%
m	38584	3.8%
l	33018	3.3%
Other values (115)	418449	41.3%

Common

Value	Count	Frequency (%)
	82293	78.6%
.	7288	7.0%
,	5108	4.9%
-	1380	1.3%
1	860	0.8%
2	843	0.8%
0	795	0.8%
3	746	0.7%
8	597	0.6%
'	513	0.5%
Other values (98)	4234	4.0%

Hangul

Value	Count	Frequency (%)
즈	10	5.8%
유	9	5.2%
진	9	5.2%
게	9	5.2%
임	9	5.2%
이	5	2.9%
별	4	2.3%
붙	3	1.7%
박	3	1.7%
디	3	1.7%
Other values (85)	108	62.8%

Hiragana

Value	Count	Frequency (%)
ん	34	6.9%
い	33	6.7%
と	22	4.5%
ら	20	4.1%
あ	19	3.9%
く	18	3.7%
の	16	3.2%
わ	14	2.8%
ふ	14	2.8%
て	14	2.8%
Other values (59)	289	58.6%

Katakana

Value	Count	Frequency (%)
ン	48	8.2%
ス	34	5.8%
ジ	26	4.5%
ト	25	4.3%
ラ	24	4.1%
イ	21	3.6%
ム	18	3.1%
ア	18	3.1%
ク	18	3.1%
オ	17	2.9%
Other values (55)	333	57.2%

Cyrillic

Value	Count	Frequency (%)
К	63	15.4%
о	52	12.7%
и	47	11.5%
е	22	5.4%
т	15	3.7%
р	14	3.4%
а	12	2.9%
л	10	2.4%
н	10	2.4%
г	10	2.4%
Other values (33)	155	37.8%

Arabic

Value	Count	Frequency (%)
ا	10	16.7%
ل	8	13.3%
ي	7	11.7%
ر	6	10.0%
و	4	6.7%
ت	4	6.7%
س	3	5.0%
ب	2	3.3%
ع	2	3.3%
ف	2	3.3%
Other values (10)	12	20.0%

Greek

Value	Count	Frequency (%)
α	2	40.0%
Δ	1	20.0%
Σ	1	20.0%
Λ	1	20.0%

Runic

Value	Count	Frequency (%)
ᛋ	1	33.3%
ᛘ	1	33.3%
ᚴ	1	33.3%

Inherited

Value	Count	Frequency (%)
️	1	50.0%
‍	1	50.0%

Thai

Value	Count	Frequency (%)
ํ	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1117681	98.9%
CJK	9366	0.8%
None	1010	0.1%
Katakana	632	0.1%
Hiragana	493	< 0.1%
Cyrillic	410	< 0.1%
Hangul	172	< 0.1%
Arabic	60	< 0.1%
Letterlike Symbols	28	< 0.1%
Math Alphanum	22	< 0.1%
Other values (9)	37	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	95491	8.5%
a	82554	7.4%
	82293	7.4%
i	68254	6.1%
o	63460	5.7%
t	59513	5.3%
s	52321	4.7%
n	51858	4.6%
r	50656	4.5%
m	38584	3.5%
Other values (84)	472697	42.3%

CJK

Value	Count	Frequency (%)
作	406	4.3%
工	368	3.9%
室	347	3.7%
游	267	2.9%
戏	221	2.4%
有	160	1.7%
公	151	1.6%
技	150	1.6%
限	149	1.6%
司	149	1.6%
Other values (1499)	6998	74.7%

None

Value	Count	Frequency (%)
é	104	10.3%
ü	59	5.8%
ä	59	5.8%
á	56	5.5%
ö	52	5.1%
í	52	5.1%
ł	41	4.1%
ç	41	4.1%
ı	28	2.8%
ó	25	2.5%
Other values (97)	493	48.8%

Cyrillic

Value	Count	Frequency (%)
К	63	15.4%
о	52	12.7%
и	47	11.5%
е	22	5.4%
т	15	3.7%
р	14	3.4%
а	12	2.9%
л	10	2.4%
н	10	2.4%
г	10	2.4%
Other values (33)	155	37.8%

Katakana

Value	Count	Frequency (%)
ン	48	7.6%
ー	47	7.4%
ス	34	5.4%
ジ	26	4.1%
ト	25	4.0%
ラ	24	3.8%
イ	21	3.3%
ム	18	2.8%
ア	18	2.8%
ク	18	2.8%
Other values (57)	353	55.9%

Hiragana

Value	Count	Frequency (%)
ん	34	6.9%
い	33	6.7%
と	22	4.5%
ら	20	4.1%
あ	19	3.9%
く	18	3.7%
の	16	3.2%
わ	14	2.8%
ふ	14	2.8%
て	14	2.8%
Other values (59)	289	58.6%

Letterlike Symbols

Value	Count	Frequency (%)
™	28	100.0%

Arabic

Value	Count	Frequency (%)
ا	10	16.7%
ل	8	13.3%
ي	7	11.7%
ر	6	10.0%
و	4	6.7%
ت	4	6.7%
س	3	5.0%
ب	2	3.3%
ع	2	3.3%
ف	2	3.3%
Other values (10)	12	20.0%

Hangul

Value	Count	Frequency (%)
즈	10	5.8%
유	9	5.2%
진	9	5.2%
게	9	5.2%
임	9	5.2%
이	5	2.9%
별	4	2.3%
붙	3	1.7%
박	3	1.7%
디	3	1.7%
Other values (85)	108	62.8%

Misc Symbols

Value	Count	Frequency (%)
♂	4	100.0%

Geometric Shapes

Value	Count	Frequency (%)
▲	4	100.0%

Math Alphanum

Value	Count	Frequency (%)
𝖎	3	13.6%
𝖓	2	9.1%
𝖉	2	9.1%
𝖗	1	4.5%
𝕲	1	4.5%
𝓓	1	4.5%
𝓻	1	4.5%
𝔂	1	4.5%
𝓘	1	4.5%
𝓬	1	4.5%
Other values (8)	8	36.4%

Punctuation

Value	Count	Frequency (%)
–	3	25.0%
•	3	25.0%
	1	8.3%
‘	1	8.3%
‬	1	8.3%
‍	1	8.3%
’	1	8.3%
—	1	8.3%

Math Operators

Value	Count	Frequency (%)
∇	3	75.0%
∃	1	25.0%

Dingbats

Value	Count	Frequency (%)
✠	2	50.0%
❆	1	25.0%
❤	1	25.0%

Latin Ext Additional

Value	Count	Frequency (%)
Ễ	2	50.0%
Ứ	2	50.0%

Thai

Value	Count	Frequency (%)
ํ	1	100.0%

Runic

Value	Count	Frequency (%)
ᛋ	1	33.3%
ᛘ	1	33.3%
ᚴ	1	33.3%

VS

Value	Count	Frequency (%)
️	1	100.0%

Categories
Text

MISSING

Distinct	5648
Distinct (%)	7.0%
Missing	4598
Missing (%)	5.4%
Memory size	665.0 KiB

Length

Max length	371
Median length	346
Mean length	50.972051
Min length	3

Characters and Unicode

Total characters	4103505
Distinct characters	46
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3602 ?
Unique (%)	4.5%

Sample

1st row	Single-player,Multi-player,Steam Achievements,Partial Controller Support
2nd row	Single-player,Steam Achievements,Full controller support,Steam Leaderboards,Remote Play on Phone,Remote Play on Tablet,Remote Play on TV
3rd row	Single-player
4th row	Single-player,Full controller support
5th row	Single-player,Steam Achievements

Value	Count	Frequency (%)
single-player,steam	32581	11.3%
controller	26924	9.4%
single-player	23990	8.3%
support,steam	12109	4.2%
cloud	12043	4.2%
achievements,full	11371	4.0%
support	11021	3.8%
achievements,steam	10588	3.7%
play	10140	3.5%
trading	9889	3.4%
Other values (397)	126684	44.1%

Most occurring characters

Value	Count	Frequency (%)
e	493819	12.0%
l	351742	8.6%
r	263076	6.4%
a	262094	6.4%
t	237453	5.8%
	206835	5.0%
S	204562	5.0%
n	197645	4.8%
p	185592	4.5%
i	181126	4.4%
Other values (36)	1519561	37.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3116056	75.9%
Uppercase Letter	474341	11.6%
Space Separator	206835	5.0%
Other Punctuation	193406	4.7%
Dash Punctuation	112861	2.8%
Open Punctuation	2	< 0.1%
Decimal Number	2	< 0.1%
Close Punctuation	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	493819	15.8%
l	351742	11.3%
r	263076	8.4%
a	262094	8.4%
t	237453	7.6%
n	197645	6.3%
p	185592	6.0%
i	181126	5.8%
o	172101	5.5%
m	124080	4.0%
Other values (12)	647328	20.8%

Uppercase Letter

Value	Count	Frequency (%)
S	204562	43.1%
P	69520	14.7%
C	59650	12.6%
A	40545	8.5%
M	20520	4.3%
T	19641	4.1%
F	15993	3.4%
O	13473	2.8%
R	11224	2.4%
L	8135	1.7%
Other values (7)	11078	2.3%

Other Punctuation

Value	Count	Frequency (%)
,	180456	93.3%
/	12950	6.7%

Space Separator

Value	Count	Frequency (%)
	206835	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	112861	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Decimal Number

Value	Count	Frequency (%)
2	2	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3590397	87.5%
Common	513108	12.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	493819	13.8%
l	351742	9.8%
r	263076	7.3%
a	262094	7.3%
t	237453	6.6%
S	204562	5.7%
n	197645	5.5%
p	185592	5.2%
i	181126	5.0%
o	172101	4.8%
Other values (29)	1041187	29.0%

Common

Value	Count	Frequency (%)
	206835	40.3%
,	180456	35.2%
-	112861	22.0%
/	12950	2.5%
(	2	< 0.1%
2	2	< 0.1%
)	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4103505	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	493819	12.0%
l	351742	8.6%
r	263076	6.4%
a	262094	6.4%
t	237453	5.8%
	206835	5.0%
S	204562	5.0%
n	197645	4.8%
p	185592	4.5%
i	181126	4.4%
Other values (36)	1519561	37.0%

Genres
Text

MISSING

Distinct	2471
Distinct (%)	3.0%
Missing	3555
Missing (%)	4.2%
Memory size	665.0 KiB

Length

Max length	236
Median length	133
Mean length	22.127545
Min length	3

Characters and Unicode

Total characters	1804457
Distinct characters	44
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1085 ?
Unique (%)	1.3%

Sample

1st row	Casual,Indie,Sports
2nd row	Action,Indie
3rd row	Action,Adventure,Indie,Strategy
4th row	Adventure,Casual,Indie
5th row	Adventure,Indie

Value	Count	Frequency (%)
access	10402	9.4%
to	6631	6.0%
casual,indie	4811	4.4%
action,indie	4421	4.0%
action,adventure,indie	3643	3.3%
adventure,indie	3110	2.8%
adventure,casual,indie	2561	2.3%
indie	2547	2.3%
action,casual,indie	2529	2.3%
casual	2486	2.2%
Other values (1473)	67371	61.0%

Most occurring characters

Value	Count	Frequency (%)
e	167836	9.3%
,	151584	8.4%
n	146259	8.1%
i	138234	7.7%
t	130819	7.2%
a	126730	7.0%
d	90440	5.0%
u	85943	4.8%
l	77168	4.3%
A	76305	4.2%
Other values (34)	613139	34.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1339560	74.2%
Uppercase Letter	283432	15.7%
Other Punctuation	152498	8.5%
Space Separator	28964	1.6%
Decimal Number	3	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	167836	12.5%
n	146259	10.9%
i	138234	10.3%
t	130819	9.8%
a	126730	9.5%
d	90440	6.8%
u	85943	6.4%
l	77168	5.8%
r	71777	5.4%
o	65277	4.9%
Other values (12)	239077	17.8%

Uppercase Letter

Value	Count	Frequency (%)
A	76305	26.9%
I	57432	20.3%
S	35857	12.7%
C	34318	12.1%
P	21811	7.7%
R	17536	6.2%
G	14990	5.3%
E	10941	3.9%
F	6631	2.3%
M	4770	1.7%
Other values (6)	2841	1.0%

Decimal Number

Value	Count	Frequency (%)
3	1	33.3%
6	1	33.3%
0	1	33.3%

Other Punctuation

Value	Count	Frequency (%)
,	151584	99.4%
&	914	0.6%

Space Separator

Value	Count	Frequency (%)
	28964	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1622992	89.9%
Common	181465	10.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	167836	10.3%
n	146259	9.0%
i	138234	8.5%
t	130819	8.1%
a	126730	7.8%
d	90440	5.6%
u	85943	5.3%
l	77168	4.8%
A	76305	4.7%
r	71777	4.4%
Other values (28)	511481	31.5%

Common

Value	Count	Frequency (%)
,	151584	83.5%
	28964	16.0%
&	914	0.5%
3	1	< 0.1%
6	1	< 0.1%
0	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1804457	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	167836	9.3%
,	151584	8.4%
n	146259	8.1%
i	138234	7.7%
t	130819	7.2%
a	126730	7.0%
d	90440	5.0%
u	85943	4.8%
l	77168	4.3%
A	76305	4.2%
Other values (34)	613139	34.0%

Tags
Text

MISSING

Distinct	57101
Distinct (%)	89.2%
Missing	21100
Missing (%)	24.8%
Memory size	665.0 KiB

Length

Max length	288
Median length	207
Mean length	125.08132
Min length	2

Characters and Unicode

Total characters	8005580
Distinct characters	70
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	55719 ?
Unique (%)	87.1%

Sample

1st row	Indie,Casual,Sports,Bowling
2nd row	Indie,Action,Pixel Graphics,2D,Retro,Arcade,Score Attack,Minimalist,Comedy,Singleplayer,Fast-Paced,Casual,Funny,Parody,Difficult,Gore,Violent,Western,Controller,Blood
3rd row	2D Platformer,Atmospheric,Surreal,Mystery,Puzzle,Survival,Adventure,Linear,Singleplayer,Experimental,Platformer,Precision Platformer,Puzzle-Platformer,2D,Stylized,Physics,Time Manipulation,Casual,Indie
4th row	Indie,Adventure,Nudity,Violent,Sexual Content,Story Rich
5th row	Turn-Based Combat,Massively Multiplayer,Multiplayer,RPG,Tactical RPG,Exploration,PvP,MMORPG,Turn-Based Strategy,God Game,Strategy,2.5D,Magic,Medieval,Mythology,Class-Based,Turn-Based Tactics,Singleplayer,Online Co-Op,Co-op

Value	Count	Frequency (%)
	4875	1.7%
to	4082	1.4%
em	3550	1.2%
early	2495	0.9%
free	2082	0.7%
and	1987	0.7%
your	1960	0.7%
own	1960	0.7%
only	1404	0.5%
action	1216	0.4%
Other values (147297)	261028	91.1%

Most occurring characters

Value	Count	Frequency (%)
,	746226	9.3%
e	639885	8.0%
i	522082	6.5%
a	500616	6.3%
r	496515	6.2%
t	465937	5.8%
o	457290	5.7%
l	432430	5.4%
n	419871	5.2%
c	240692	3.0%
Other values (60)	3084036	38.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	5760111	72.0%
Uppercase Letter	1141436	14.3%
Other Punctuation	757900	9.5%
Space Separator	222636	2.8%
Dash Punctuation	67824	0.8%
Decimal Number	54584	0.7%
Math Symbol	985	< 0.1%
Open Punctuation	52	< 0.1%
Close Punctuation	52	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	639885	11.1%
i	522082	9.1%
a	500616	8.7%
r	496515	8.6%
t	465937	8.1%
o	457290	7.9%
l	432430	7.5%
n	419871	7.3%
c	240692	4.2%
u	230603	4.0%
Other values (16)	1354190	23.5%

Uppercase Letter

Value	Count	Frequency (%)
S	166906	14.6%
P	127524	11.2%
A	121279	10.6%
C	116821	10.2%
R	78319	6.9%
D	73198	6.4%
F	61952	5.4%
M	56622	5.0%
I	51826	4.5%
G	51444	4.5%
Other values (16)	235545	20.6%

Decimal Number

Value	Count	Frequency (%)
2	23609	43.3%
3	14208	26.0%
9	5149	9.4%
0	3414	6.3%
1	3269	6.0%
4	1572	2.9%
8	1418	2.6%
5	1369	2.5%
6	576	1.1%

Other Punctuation

Value	Count	Frequency (%)
,	746226	98.5%
'	5430	0.7%
&	4875	0.6%
.	1369	0.2%

Space Separator

Value	Count	Frequency (%)
	222636	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	67824	100.0%

Math Symbol

Value	Count	Frequency (%)
+	985	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	52	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	52	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6901547	86.2%
Common	1104033	13.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	639885	9.3%
i	522082	7.6%
a	500616	7.3%
r	496515	7.2%
t	465937	6.8%
o	457290	6.6%
l	432430	6.3%
n	419871	6.1%
c	240692	3.5%
u	230603	3.3%
Other values (42)	2495626	36.2%

Common

Value	Count	Frequency (%)
,	746226	67.6%
	222636	20.2%
-	67824	6.1%
2	23609	2.1%
3	14208	1.3%
'	5430	0.5%
9	5149	0.5%
&	4875	0.4%
0	3414	0.3%
1	3269	0.3%
Other values (8)	7393	0.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8005580	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
,	746226	9.3%
e	639885	8.0%
i	522082	6.5%
a	500616	6.3%
r	496515	6.2%
t	465937	5.8%
o	457290	5.7%
l	432430	5.4%
n	419871	5.2%
c	240692	3.0%
Other values (60)	3084036	38.5%

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	AppID	Name	Release date	Estimated owners	Peak CCU	Price	DLC count	Supported languages	Full audio languages	Windows	Mac	Linux	Metacritic url	Positive	Negative	Score rank	Achievements	Notes	Average playtime forever	Median playtime forever	Developers	Publishers	Categories	Genres	Tags
0	20200	Galactic Bowling	Oct 21, 2008	0 - 20000	0	19.99	0	['English']	[]	True	False	False	NaN	6	11	NaN	30	NaN	0	0	Perpetual FX Creative	Perpetual FX Creative	Single-player,Multi-player,Steam Achievements,Partial Controller Support	Casual,Indie,Sports	Indie,Casual,Sports,Bowling
1	655370	Train Bandit	Oct 12, 2017	0 - 20000	0	0.99	0	['English', 'French', 'Italian', 'German', 'Spanish - Spain', 'Japanese', 'Portuguese - Brazil', 'Russian', 'Simplified Chinese', 'Traditional Chinese']	[]	True	True	False	NaN	53	5	NaN	12	NaN	0	0	Rusty Moyher	Wild Rooster	Single-player,Steam Achievements,Full controller support,Steam Leaderboards,Remote Play on Phone,Remote Play on Tablet,Remote Play on TV	Action,Indie	Indie,Action,Pixel Graphics,2D,Retro,Arcade,Score Attack,Minimalist,Comedy,Singleplayer,Fast-Paced,Casual,Funny,Parody,Difficult,Gore,Violent,Western,Controller,Blood
2	1732930	Jolt Project	Nov 17, 2021	0 - 20000	0	4.99	0	['English', 'Portuguese - Brazil']	[]	True	False	False	NaN	0	0	NaN	0	NaN	0	0	Campião Games	Campião Games	Single-player	Action,Adventure,Indie,Strategy	NaN
3	1355720	Henosis™	Jul 23, 2020	0 - 20000	0	5.99	0	['English', 'French', 'Italian', 'German', 'Spanish - Spain', 'Japanese', 'Korean', 'Portuguese', 'Russian', 'Simplified Chinese', 'Traditional Chinese']	[]	True	True	True	NaN	3	0	NaN	0	NaN	0	0	Odd Critter Games	Odd Critter Games	Single-player,Full controller support	Adventure,Casual,Indie	2D Platformer,Atmospheric,Surreal,Mystery,Puzzle,Survival,Adventure,Linear,Singleplayer,Experimental,Platformer,Precision Platformer,Puzzle-Platformer,2D,Stylized,Physics,Time Manipulation,Casual,Indie
4	1139950	Two Weeks in Painland	Feb 3, 2020	0 - 20000	0	0.00	0	['English', 'Spanish - Spain']	[]	True	True	False	NaN	50	8	NaN	17	This Game may contain content not appropriate for all ages, or may not be appropriate for viewing at work: violence, general Mature Content.	0	0	Unusual Games	Unusual Games	Single-player,Steam Achievements	Adventure,Indie	Indie,Adventure,Nudity,Violent,Sexual Content,Story Rich
5	1469160	Wartune Reborn	Feb 26, 2021	50000 - 100000	68	0.00	0	['English']	[]	True	False	False	NaN	87	49	NaN	0	NaN	0	0	7Road	7Road	Single-player,Multi-player,MMO,PvP,Online PvP,Co-op,Online Co-op,In-App Purchases	Adventure,Casual,Free to Play,Massively Multiplayer,RPG,Strategy	Turn-Based Combat,Massively Multiplayer,Multiplayer,RPG,Tactical RPG,Exploration,PvP,MMORPG,Turn-Based Strategy,God Game,Strategy,2.5D,Magic,Medieval,Mythology,Class-Based,Turn-Based Tactics,Singleplayer,Online Co-Op,Co-op
6	1659180	TD Worlds	Jan 9, 2022	0 - 20000	3	10.99	1	['English', 'Russian', 'Danish']	[]	True	False	False	NaN	21	7	NaN	62	NaN	0	0	MAKSIM VOLKAU	MAKSIM VOLKAU	Single-player,Steam Achievements,Steam Cloud	Indie,Strategy	Tower Defense,Rogue-lite,RTS,Replay Value,Perma Death,2D,Isometric,Difficult,Rogue-like,Dynamic Narration,Stylized,Real Time Tactics,Strategy,Minimalist,Abstract,Tactical,Atmospheric,Singleplayer,Sci-fi,Mystery
7	1968760	Legend of Rome - The Wrath of Mars	May 5, 2022	0 - 20000	2	9.99	0	['English', 'German']	['English', 'German']	True	False	False	NaN	0	0	NaN	0	NaN	0	0	magnussoft	magnussoft	Single-player,Steam Cloud	Casual	NaN
8	1178150	MazM: Jekyll and Hyde	Apr 2, 2020	0 - 20000	1	14.99	0	['English', 'French', 'Italian', 'German', 'Spanish - Spain', 'Russian', 'Japanese', 'Simplified Chinese', 'Traditional Chinese', 'Korean']	[]	True	False	False	NaN	76	6	NaN	25	NaN	0	0	Growing Seeds	CFK Co., Ltd.	Single-player,Steam Achievements,Full controller support	Adventure,RPG,Simulation,Strategy	Adventure,Simulation,RPG,Strategy,Singleplayer,Classic
9	320150	Deadlings: Rotten Edition	Nov 11, 2014	50000 - 100000	0	3.99	0	['English', 'Polish', 'French', 'Italian', 'German', 'Spanish - Spain', 'Portuguese', 'Russian', 'Japanese']	['English', 'Japanese']	True	True	True	NaN	225	45	NaN	32	NaN	703	782	ONE MORE LEVEL	ONE MORE LEVEL	Single-player,Steam Achievements,Steam Trading Cards,Partial Controller Support,Steam Cloud	Action,Adventure,Indie	Action,Indie,Adventure,Puzzle-Platformer,Arcade,Zombies

	AppID	Name	Release date	Estimated owners	Price	DLC count	Supported languages	Full audio languages	Windows	Mac	Linux	Metacritic url	Positive	Score rank	Achievements	Notes	Developers	Publishers	Categories	Genres	Tags
85093	2650680	Dense forest	Jan 4, 2024	0 - 0	5.99	0	['English']	[]	True	False	False	NaN	0	NaN	5	NaN	Gamesforgames	Gamesforgames	Single-player,Steam Achievements	Action,Adventure,Casual,RPG,Simulation,Sports,Strategy	NaN
85094	2345080	Cats VS Ghosts	Jan 2, 2024	0 - 20000	0.99	0	['English']	[]	True	False	False	NaN	1	NaN	0	NaN	Ruben Dario Acosta	Ruben Dario Acosta	Single-player	Casual,Indie	Casual,Tower Defense,Time Management,3D,Cartoon,Cartoony,Colorful,Alternate History,Comedy,Demons,Funny,Management,Mystery,Base-Building,Bullet Time,Singleplayer,Cats,Indie
85095	2765800	Scorching Engines Playtest	Jan 6, 2024	0 - 0	0.00	0	[]	[]	True	False	False	NaN	0	NaN	0	NaN	NaN	NaN	NaN	NaN	NaN
85096	2734460	Fallen's Challenge	Jan 3, 2024	0 - 20000	4.99	0	['English']	['English']	True	False	False	NaN	0	NaN	0	NaN	Electronic Overthrow LLC	Electronic Overthrow LLC	Single-player,Partial Controller Support	Action,Adventure,Casual,Indie,Strategy,Early Access	NaN
85097	2105610	Lost in the Void : Chapter One	Jan 6, 2024	0 - 20000	4.99	2	['English', 'Slovak']	[]	True	False	False	NaN	0	NaN	17	Alcohol, Vulgarism (Harsh Language)	Nightcall	Nightcall	Single-player,Steam Achievements,Full controller support	Adventure,Indie,RPG,Free to Play	NaN
85098	2669080	Mannerheim's Saloon Car	Jan 2, 2024	0 - 0	0.00	0	['English', 'Finnish']	['Finnish']	True	False	False	NaN	0	NaN	0	NaN	Xamk Game Studios	Sodan ja rauhan keskus Muisti, Päämajamuseo	Single-player,Tracked Controller Support,VR Only	Adventure,Simulation	NaN
85099	2736910	Beer Run	Jan 3, 2024	0 - 0	0.00	0	['English']	[]	True	False	False	NaN	0	NaN	0	NaN	955 Games	955 Games	Single-player	Casual,Indie	NaN
85100	2743220	My Friend The Spider	Jan 4, 2024	0 - 0	0.00	0	['English']	['English']	True	False	False	NaN	0	NaN	0	NaN	MCA	MCA	Single-player	Adventure,Simulation	NaN
85101	2293130	Path of Survivors	Jan 8, 2024	0 - 0	3.99	0	['English']	[]	True	False	False	NaN	0	NaN	34	NaN	Limited Input	Limited Input	Single-player,Steam Achievements,Partial Controller Support,Steam Cloud	Action,Casual,Indie,RPG,Simulation	NaN
85102	2738840	The Night Heist	Jan 5, 2024	0 - 0	9.99	0	['English']	['English']	True	False	False	NaN	0	NaN	12	NaN	Ladell Parks	Ladell Parks	Single-player,Steam Achievements,Full controller support	Casual,Indie	NaN

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Lowercase Letter

Other Symbol

Uppercase Letter

Other Punctuation

Decimal Number

Math Symbol

Nonspacing Mark

Close Punctuation

Open Punctuation

Letter Number

Dash Punctuation

Modifier Letter

Modifier Symbol

Other Number

Format

Space Separator

Final Punctuation

Initial Punctuation

Currency Symbol

Connector Punctuation

Control

Most occurring scripts

Most frequent character per script

Han

Hangul

Common

Latin

Katakana

Hiragana

Cyrillic

Thai

Greek

Arabic

Hebrew

Inherited

Most occurring blocks

Most frequent character per block

ASCII

Letterlike Symbols

None

CJK

Katakana

Hiragana

Punctuation

Cyrillic

Number Forms

Hangul

VS

Misc Symbols

Modifier Letters

Thai

Block Elements

Dingbats

Arabic

Math Operators

Hebrew

Arrows

Emoticons

Geometric Shapes

Diacriticals

Phonetic Ext

IPA Ext

Currency Symbols

Latin Ext Additional

CJK Ext B

Playing Cards

Enclosed Alphanum

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Space Separator